Overview

Dataset info

Number of variables145
Number of observations5144
Missing cells95390 (12.8%)
Duplicate rows0 (0.0%)
Total size in memory5.7 MiB
Average record size in memory1.1 KiB

Variables types

Numeric91
Categorical13
Boolean1
Date0
URL0
Text (Unique)0
Rejected40
Unsupported0

Warnings

B_age has 172 (3.3%) missing values Missing
B_avg_BODY_att has 164 (3.2%) zeros Zeros
B_avg_BODY_att has 1265 (24.6%) missing values Missing
B_avg_BODY_landed is highly correlated with B_avg_BODY_att (ρ = 0.956776081) Rejected
B_avg_CLINCH_att has 245 (4.8%) zeros Zeros
B_avg_CLINCH_att has 1265 (24.6%) missing values Missing
B_avg_CLINCH_landed is highly correlated with B_avg_CLINCH_att (ρ = 0.9670933764) Rejected
B_avg_DISTANCE_att has 1265 (24.6%) missing values Missing
B_avg_DISTANCE_landed is highly correlated with B_avg_DISTANCE_att (ρ = 0.9410027166) Rejected
B_avg_GROUND_att has 380 (7.4%) zeros Zeros
B_avg_GROUND_att has 1265 (24.6%) missing values Missing
B_avg_GROUND_landed is highly correlated with B_avg_GROUND_att (ρ = 0.964498787) Rejected
B_avg_HEAD_att is highly correlated with B_avg_DISTANCE_att (ρ = 0.9473597454) Rejected
B_avg_HEAD_landed has 71 (1.4%) zeros Zeros
B_avg_HEAD_landed has 1265 (24.6%) missing values Missing
B_avg_KD has 1829 (35.6%) zeros Zeros
B_avg_KD has 1265 (24.6%) missing values Missing
B_avg_LEG_att has 309 (6.0%) zeros Zeros
B_avg_LEG_att has 1265 (24.6%) missing values Missing
B_avg_LEG_landed is highly correlated with B_avg_LEG_att (ρ = 0.9796703169) Rejected
B_avg_opp_BODY_att has 145 (2.8%) zeros Zeros
B_avg_opp_BODY_att has 1265 (24.6%) missing values Missing
B_avg_opp_BODY_landed is highly correlated with B_avg_opp_BODY_att (ρ = 0.9535589314) Rejected
B_avg_opp_CLINCH_att has 261 (5.1%) zeros Zeros
B_avg_opp_CLINCH_att has 1265 (24.6%) missing values Missing
B_avg_opp_CLINCH_landed is highly correlated with B_avg_opp_CLINCH_att (ρ = 0.9661572613) Rejected
B_avg_opp_DISTANCE_att has 1265 (24.6%) missing values Missing
B_avg_opp_DISTANCE_landed is highly correlated with B_avg_opp_DISTANCE_att (ρ = 0.9352402442) Rejected
B_avg_opp_GROUND_att has 463 (9.0%) zeros Zeros
B_avg_opp_GROUND_att has 1265 (24.6%) missing values Missing
B_avg_opp_GROUND_landed is highly correlated with B_avg_opp_GROUND_att (ρ = 0.9633283815) Rejected
B_avg_opp_HEAD_att is highly correlated with B_avg_opp_DISTANCE_att (ρ = 0.9526883418) Rejected
B_avg_opp_HEAD_landed has 67 (1.3%) zeros Zeros
B_avg_opp_HEAD_landed has 1265 (24.6%) missing values Missing
B_avg_opp_KD has 2227 (43.3%) zeros Zeros
B_avg_opp_KD has 1265 (24.6%) missing values Missing
B_avg_opp_LEG_att has 254 (4.9%) zeros Zeros
B_avg_opp_LEG_att has 1265 (24.6%) missing values Missing
B_avg_opp_LEG_landed is highly correlated with B_avg_opp_LEG_att (ρ = 0.9780956871) Rejected
B_avg_opp_PASS has 976 (19.0%) zeros Zeros
B_avg_opp_PASS has 1265 (24.6%) missing values Missing
B_avg_opp_REV has 2388 (46.4%) zeros Zeros
B_avg_opp_REV has 1265 (24.6%) missing values Missing
B_avg_opp_SIG_STR_att is highly correlated with B_avg_opp_HEAD_att (ρ = 0.9828953858) Rejected
B_avg_opp_SIG_STR_landed is highly correlated with B_avg_opp_SIG_STR_att (ρ = 0.9149323334) Rejected
B_avg_opp_SIG_STR_pct has 1265 (24.6%) missing values Missing
B_avg_opp_SUB_ATT has 1472 (28.6%) zeros Zeros
B_avg_opp_SUB_ATT has 1265 (24.6%) missing values Missing
B_avg_opp_TD_att has 391 (7.6%) zeros Zeros
B_avg_opp_TD_att has 1265 (24.6%) missing values Missing
B_avg_opp_TD_landed has 768 (14.9%) zeros Zeros
B_avg_opp_TD_landed has 1265 (24.6%) missing values Missing
B_avg_opp_TD_pct has 768 (14.9%) zeros Zeros
B_avg_opp_TD_pct has 1265 (24.6%) missing values Missing
B_avg_opp_TOTAL_STR_att is highly correlated with B_avg_opp_SIG_STR_att (ρ = 0.9239285795) Rejected
B_avg_opp_TOTAL_STR_landed has 1265 (24.6%) missing values Missing
B_avg_PASS has 870 (16.9%) zeros Zeros
B_avg_PASS has 1265 (24.6%) missing values Missing
B_avg_REV has 2306 (44.8%) zeros Zeros
B_avg_REV has 1265 (24.6%) missing values Missing
B_avg_SIG_STR_att is highly correlated with B_avg_HEAD_att (ρ = 0.9799976992) Rejected
B_avg_SIG_STR_landed is highly correlated with B_avg_SIG_STR_att (ρ = 0.923991385) Rejected
B_avg_SIG_STR_pct has 1265 (24.6%) missing values Missing
B_avg_SUB_ATT has 1398 (27.2%) zeros Zeros
B_avg_SUB_ATT has 1265 (24.6%) missing values Missing
B_avg_TD_att has 458 (8.9%) zeros Zeros
B_avg_TD_att has 1265 (24.6%) missing values Missing
B_avg_TD_landed has 846 (16.4%) zeros Zeros
B_avg_TD_landed has 1265 (24.6%) missing values Missing
B_avg_TD_pct has 846 (16.4%) zeros Zeros
B_avg_TD_pct has 1265 (24.6%) missing values Missing
B_avg_TOTAL_STR_att is highly correlated with B_avg_SIG_STR_att (ρ = 0.913986624) Rejected
B_avg_TOTAL_STR_landed has 1265 (24.6%) missing values Missing
B_current_lose_streak has 3494 (67.9%) zeros Zeros
B_current_win_streak has 2915 (56.7%) zeros Zeros
B_draw has constant value "0.0" Rejected
B_fighter has a high cardinality: 1774 distinct values Warning
B_longest_win_streak has 1813 (35.2%) zeros Zeros
B_losses has 2036 (39.6%) zeros Zeros
B_Reach_cms has 666 (12.9%) missing values Missing
B_Stance has 159 (3.1%) missing values Missing
B_total_rounds_fought has 1265 (24.6%) zeros Zeros
B_total_time_fought(seconds) has 1265 (24.6%) missing values Missing
B_total_title_bouts has 4458 (86.7%) zeros Zeros
B_win_by_Decision_Split has 4275 (83.1%) zeros Zeros
B_win_by_Decision_Unanimous has 3101 (60.3%) zeros Zeros
B_win_by_KO/TKO has 3119 (60.6%) zeros Zeros
B_win_by_Submission has 3620 (70.4%) zeros Zeros
B_wins is highly correlated with B_total_rounds_fought (ρ = 0.9340694056) Rejected
date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
date has a high cardinality: 476 distinct values Warning
location has a high cardinality: 157 distinct values Warning
R_age has 64 (1.2%) missing values Missing
R_avg_BODY_att has 156 (3.0%) zeros Zeros
R_avg_BODY_att has 650 (12.6%) missing values Missing
R_avg_BODY_landed is highly correlated with R_avg_BODY_att (ρ = 0.9587243065) Rejected
R_avg_CLINCH_att has 221 (4.3%) zeros Zeros
R_avg_CLINCH_att has 650 (12.6%) missing values Missing
R_avg_CLINCH_landed is highly correlated with R_avg_CLINCH_att (ρ = 0.9691507869) Rejected
R_avg_DISTANCE_att has 650 (12.6%) missing values Missing
R_avg_DISTANCE_landed is highly correlated with R_avg_DISTANCE_att (ρ = 0.9367071306) Rejected
R_avg_GROUND_att has 321 (6.2%) zeros Zeros
R_avg_GROUND_att has 650 (12.6%) missing values Missing
R_avg_GROUND_landed is highly correlated with R_avg_GROUND_att (ρ = 0.9668287658) Rejected
R_avg_HEAD_att is highly correlated with R_avg_DISTANCE_att (ρ = 0.9402223121) Rejected
R_avg_HEAD_landed has 650 (12.6%) missing values Missing
R_avg_KD has 1825 (35.5%) zeros Zeros
R_avg_KD has 650 (12.6%) missing values Missing
R_avg_LEG_att has 283 (5.5%) zeros Zeros
R_avg_LEG_att has 650 (12.6%) missing values Missing
R_avg_LEG_landed is highly correlated with R_avg_LEG_att (ρ = 0.9765346893) Rejected
R_avg_opp_BODY_att has 172 (3.3%) zeros Zeros
R_avg_opp_BODY_att has 650 (12.6%) missing values Missing
R_avg_opp_BODY_landed is highly correlated with R_avg_opp_BODY_att (ρ = 0.9537613004) Rejected
R_avg_opp_CLINCH_att has 235 (4.6%) zeros Zeros
R_avg_opp_CLINCH_att has 650 (12.6%) missing values Missing
R_avg_opp_CLINCH_landed is highly correlated with R_avg_opp_CLINCH_att (ρ = 0.9630624911) Rejected
R_avg_opp_DISTANCE_att has 650 (12.6%) missing values Missing
R_avg_opp_DISTANCE_landed is highly correlated with R_avg_opp_DISTANCE_att (ρ = 0.9361918644) Rejected
R_avg_opp_GROUND_att has 479 (9.3%) zeros Zeros
R_avg_opp_GROUND_att has 650 (12.6%) missing values Missing
R_avg_opp_GROUND_landed is highly correlated with R_avg_opp_GROUND_att (ρ = 0.9632763289) Rejected
R_avg_opp_HEAD_att is highly correlated with R_avg_opp_DISTANCE_att (ρ = 0.9546484869) Rejected
R_avg_opp_HEAD_landed has 72 (1.4%) zeros Zeros
R_avg_opp_HEAD_landed has 650 (12.6%) missing values Missing
R_avg_opp_KD has 2348 (45.6%) zeros Zeros
R_avg_opp_KD has 650 (12.6%) missing values Missing
R_avg_opp_LEG_att has 267 (5.2%) zeros Zeros
R_avg_opp_LEG_att has 650 (12.6%) missing values Missing
R_avg_opp_LEG_landed is highly correlated with R_avg_opp_LEG_att (ρ = 0.9737097913) Rejected
R_avg_opp_PASS has 1022 (19.9%) zeros Zeros
R_avg_opp_PASS has 650 (12.6%) missing values Missing
R_avg_opp_REV has 2529 (49.2%) zeros Zeros
R_avg_opp_REV has 650 (12.6%) missing values Missing
R_avg_opp_SIG_STR_att is highly correlated with R_avg_opp_HEAD_att (ρ = 0.9840808684) Rejected
R_avg_opp_SIG_STR_landed is highly correlated with R_avg_opp_SIG_STR_att (ρ = 0.9199270377) Rejected
R_avg_opp_SIG_STR_pct has 650 (12.6%) missing values Missing
R_avg_opp_SUB_ATT has 1504 (29.2%) zeros Zeros
R_avg_opp_SUB_ATT has 650 (12.6%) missing values Missing
R_avg_opp_TD_att has 371 (7.2%) zeros Zeros
R_avg_opp_TD_att has 650 (12.6%) missing values Missing
R_avg_opp_TD_landed has 809 (15.7%) zeros Zeros
R_avg_opp_TD_landed has 650 (12.6%) missing values Missing
R_avg_opp_TD_pct has 809 (15.7%) zeros Zeros
R_avg_opp_TD_pct has 650 (12.6%) missing values Missing
R_avg_opp_TOTAL_STR_att is highly correlated with R_avg_opp_SIG_STR_att (ρ = 0.923235382) Rejected
R_avg_opp_TOTAL_STR_landed has 650 (12.6%) missing values Missing
R_avg_PASS has 807 (15.7%) zeros Zeros
R_avg_PASS has 650 (12.6%) missing values Missing
R_avg_REV has 2554 (49.7%) zeros Zeros
R_avg_REV has 650 (12.6%) missing values Missing
R_avg_SIG_STR_att is highly correlated with R_avg_HEAD_att (ρ = 0.9780482939) Rejected
R_avg_SIG_STR_landed is highly correlated with R_avg_SIG_STR_att (ρ = 0.9126735365) Rejected
R_avg_SIG_STR_pct has 650 (12.6%) missing values Missing
R_avg_SUB_ATT has 1429 (27.8%) zeros Zeros
R_avg_SUB_ATT has 650 (12.6%) missing values Missing
R_avg_TD_att has 419 (8.1%) zeros Zeros
R_avg_TD_att has 650 (12.6%) missing values Missing
R_avg_TD_landed has 703 (13.7%) zeros Zeros
R_avg_TD_landed has 650 (12.6%) missing values Missing
R_avg_TD_pct has 703 (13.7%) zeros Zeros
R_avg_TD_pct has 650 (12.6%) missing values Missing
R_avg_TOTAL_STR_att is highly correlated with R_avg_SIG_STR_att (ρ = 0.9099873668) Rejected
R_avg_TOTAL_STR_landed has 650 (12.6%) missing values Missing
R_current_lose_streak has 3116 (60.6%) zeros Zeros
R_current_win_streak has 2678 (52.1%) zeros Zeros
R_draw has constant value "0.0" Rejected
R_fighter has a high cardinality: 1334 distinct values Warning
R_longest_win_streak has 1065 (20.7%) zeros Zeros
R_losses has 1456 (28.3%) zeros Zeros
R_Reach_cms has 316 (6.1%) missing values Missing
R_Stance has 134 (2.6%) missing values Missing
R_total_rounds_fought has 650 (12.6%) zeros Zeros
R_total_time_fought(seconds) has 650 (12.6%) missing values Missing
R_total_title_bouts has 3772 (73.3%) zeros Zeros
R_win_by_Decision_Split has 4021 (78.2%) zeros Zeros
R_win_by_Decision_Unanimous has 2424 (47.1%) zeros Zeros
R_win_by_KO/TKO has 2470 (48.0%) zeros Zeros
R_win_by_Submission has 3133 (60.9%) zeros Zeros
R_wins is highly correlated with R_total_rounds_fought (ρ = 0.9296513033) Rejected
Referee has a high cardinality: 191 distinct values Warning

Variables

B_age
Numeric

Distinct count32
Unique (%)0.6%
Missing (%)3.3%
Missing (n)172
Infinite (%)0.0%
Infinite (n)0
Mean29.17196299
Minimum18
Maximum51
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum18
5-th percentile23
Q126
Median29
Q332
95-th percentile36
Maximum51
Range33
Interquartile range6

Descriptive statistics

Standard deviation4.078538253
Coef of variation0.1398102093
Kurtosis0.3776576532
Mean29.17196299
MAD3.239658014
Skewness0.4408801328
Sum145043
Variance16.63447428
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%) 
28 505 9.8%
 
29 473 9.2%
 
30 470 9.1%
 
27 448 8.7%
 
31 424 8.2%
 
26 398 7.7%
 
25 337 6.6%
 
32 325 6.3%
 
33 265 5.2%
 
24 242 4.7%
 
Other values (21) 1085 21.1%
 

Minimum 5 values

ValueCountFrequency (%) 
18 2 < 0.1%
 
19 2 < 0.1%
 
20 19 0.4%
 
21 47 0.9%
 
22 109 2.1%
 

Maximum 5 values

ValueCountFrequency (%) 
51 1 < 0.1%
 
47 1 < 0.1%
 
46 2 < 0.1%
 
45 3 0.1%
 
44 3 0.1%
 

B_avg_BODY_att
Numeric

Distinct count853
Unique (%)16.6%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean8.689386646
Minimum0
Maximum49
Zeros (%)3.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.5
Q13.5
Median7
Q312.225
95-th percentile23
Maximum49
Range49
Interquartile range8.725

Descriptive statistics

Standard deviation7.087703416
Coef of variation0.8156736147
Kurtosis2.329666534
Mean8.689386646
MAD5.462410293
Skewness1.352579368
Sum33706.1308
Variance50.23553971
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 164 3.2%
 
1 135 2.6%
 
4 120 2.3%
 
2 119 2.3%
 
3 95 1.8%
 
5 94 1.8%
 
6 92 1.8%
 
7 79 1.5%
 
8 68 1.3%
 
10 58 1.1%
 
Other values (842) 2855 55.5%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 164 3.2%
 
0.1666666667 1 < 0.1%
 
0.2 1 < 0.1%
 
0.25 2 < 0.1%
 
0.3333333333 9 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
49 1 < 0.1%
 
48 1 < 0.1%
 
45 1 < 0.1%
 
43 1 < 0.1%
 
41.5 1 < 0.1%
 

B_avg_BODY_landed
Highly correlated

This variable is highly correlated with B_avg_BODY_att and should be ignored for analysis

Correlation0.956776081

B_avg_CLINCH_att
Numeric

Distinct count838
Unique (%)16.3%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean8.240460665
Minimum0
Maximum87
Zeros (%)4.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13
Median6.333333333
Q311.42222222
95-th percentile21.80888889
Maximum87
Range87
Interquartile range8.422222222

Descriptive statistics

Standard deviation7.575421869
Coef of variation0.9192959201
Kurtosis12.20419431
Mean8.240460665
MAD5.422793806
Skewness2.449387406
Sum31964.74692
Variance57.3870165
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 245 4.8%
 
1 131 2.5%
 
2 128 2.5%
 
4 112 2.2%
 
3 105 2.0%
 
5 104 2.0%
 
6 85 1.7%
 
7 69 1.3%
 
10 60 1.2%
 
8 59 1.1%
 
Other values (827) 2781 54.1%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 245 4.8%
 
0.125 1 < 0.1%
 
0.1666666667 1 < 0.1%
 
0.2 3 0.1%
 
0.25 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
87 1 < 0.1%
 
80.5 1 < 0.1%
 
78 1 < 0.1%
 
62 1 < 0.1%
 
61 1 < 0.1%
 

B_avg_CLINCH_landed
Highly correlated

This variable is highly correlated with B_avg_CLINCH_att and should be ignored for analysis

Correlation0.9670933764

B_avg_DISTANCE_att
Numeric

Distinct count1711
Unique (%)33.3%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean53.15680705
Minimum0
Maximum271
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4
Q122
Median44.66666667
Q374.33333333
95-th percentile130.5
Maximum271
Range271
Interquartile range52.33333333

Descriptive statistics

Standard deviation41.25242554
Coef of variation0.7760516072
Kurtosis2.242632015
Mean53.15680705
MAD31.93232588
Skewness1.286865611
Sum206195.2545
Variance1701.762613
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4 41 0.8%
 
7 34 0.7%
 
0 33 0.6%
 
3 32 0.6%
 
1 32 0.6%
 
13 30 0.6%
 
2 30 0.6%
 
16 30 0.6%
 
6 28 0.5%
 
12 28 0.5%
 
Other values (1700) 3561 69.2%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 33 0.6%
 
0.25 2 < 0.1%
 
0.3333333333 1 < 0.1%
 
0.5 3 0.1%
 
0.6666666667 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
271 2 < 0.1%
 
270 1 < 0.1%
 
268 1 < 0.1%
 
248 1 < 0.1%
 
244 1 < 0.1%
 

B_avg_DISTANCE_landed
Highly correlated

This variable is highly correlated with B_avg_DISTANCE_att and should be ignored for analysis

Correlation0.9410027166

B_avg_GROUND_att
Numeric

Distinct count904
Unique (%)17.6%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean8.753818232
Minimum0
Maximum88
Zeros (%)7.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12.5
Median6.5
Q312.16666667
95-th percentile25
Maximum88
Range88
Interquartile range9.666666667

Descriptive statistics

Standard deviation8.756888631
Coef of variation1.00035075
Kurtosis7.795240733
Mean8.753818232
MAD6.339237737
Skewness2.136319121
Sum33956.06092
Variance76.6830985
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 380 7.4%
 
2 126 2.4%
 
1 119 2.3%
 
3 104 2.0%
 
4 93 1.8%
 
5 87 1.7%
 
6 67 1.3%
 
8 55 1.1%
 
7 55 1.1%
 
9 48 0.9%
 
Other values (893) 2745 53.4%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 380 7.4%
 
0.125 1 < 0.1%
 
0.1428571429 1 < 0.1%
 
0.1666666667 2 < 0.1%
 
0.2 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
88 1 < 0.1%
 
79 1 < 0.1%
 
65 2 < 0.1%
 
64.5 1 < 0.1%
 
64 1 < 0.1%
 

B_avg_GROUND_landed
Highly correlated

This variable is highly correlated with B_avg_GROUND_att and should be ignored for analysis

Correlation0.964498787

B_avg_HEAD_att
Highly correlated

This variable is highly correlated with B_avg_DISTANCE_att and should be ignored for analysis

Correlation0.9473597454

B_avg_HEAD_landed
Numeric

Distinct count1122
Unique (%)21.8%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean19.81617003
Minimum0
Maximum137
Zeros (%)1.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.49
Q111
Median17.75
Q326
95-th percentile43.30333333
Maximum137
Range137
Interquartile range15

Descriptive statistics

Standard deviation13.04123405
Coef of variation0.6581107264
Kurtosis4.633147278
Mean19.81617003
MAD9.782183205
Skewness1.420761627
Sum76866.92354
Variance170.0737856
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 71 1.4%
 
13 61 1.2%
 
9 61 1.2%
 
11 61 1.2%
 
1 56 1.1%
 
8 56 1.1%
 
10 53 1.0%
 
12 52 1.0%
 
16 51 1.0%
 
3 50 1.0%
 
Other values (1111) 3307 64.3%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 71 1.4%
 
0.5 4 0.1%
 
0.6666666667 2 < 0.1%
 
0.8 1 < 0.1%
 
1 56 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
137 1 < 0.1%
 
108.5 1 < 0.1%
 
100 1 < 0.1%
 
95 1 < 0.1%
 
91 1 < 0.1%
 

B_avg_KD
Numeric

Distinct count143
Unique (%)2.8%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.2464037349
Minimum0
Maximum5
Zeros (%)35.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.1111111111
Q30.4
95-th percentile1
Maximum5
Range5
Interquartile range0.4

Descriptive statistics

Standard deviation0.3402628756
Coef of variation1.380916064
Kurtosis15.53645456
Mean0.2464037349
MAD0.2556506559
Skewness2.530709017
Sum955.8000876
Variance0.1157788245
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1829 35.6%
 
0.5 271 5.3%
 
0.3333333333 210 4.1%
 
1 199 3.9%
 
0.25 156 3.0%
 
0.2 107 2.1%
 
0.6666666667 93 1.8%
 
0.1666666667 82 1.6%
 
0.4 71 1.4%
 
0.1428571429 59 1.1%
 
Other values (132) 802 15.6%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1829 35.6%
 
0.04 1 < 0.1%
 
0.04347826087 1 < 0.1%
 
0.04761904762 1 < 0.1%
 
0.05 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
3 3 0.1%
 
2.5 1 < 0.1%
 
2 11 0.2%
 
1.666666667 3 0.1%
 

B_avg_LEG_att
Numeric

Distinct count768
Unique (%)14.9%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean6.008687755
Minimum0
Maximum61
Zeros (%)6.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
Median4.5
Q38.5
95-th percentile17
Maximum61
Range61
Interquartile range6.5

Descriptive statistics

Standard deviation5.828102518
Coef of variation0.9699459774
Kurtosis7.612092467
Mean6.008687755
MAD4.276517676
Skewness2.0687644
Sum23307.6998
Variance33.96677896
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 309 6.0%
 
1 177 3.4%
 
2 171 3.3%
 
3 138 2.7%
 
4 128 2.5%
 
5 91 1.8%
 
6 76 1.5%
 
7 70 1.4%
 
8 65 1.3%
 
0.5 60 1.2%
 
Other values (757) 2594 50.4%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 309 6.0%
 
0.1 1 < 0.1%
 
0.1428571429 1 < 0.1%
 
0.1666666667 3 0.1%
 
0.2 7 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
61 1 < 0.1%
 
53 1 < 0.1%
 
42 2 < 0.1%
 
41 2 < 0.1%
 
39 2 < 0.1%
 

B_avg_LEG_landed
Highly correlated

This variable is highly correlated with B_avg_LEG_att and should be ignored for analysis

Correlation0.9796703169

B_avg_opp_BODY_att
Numeric

Distinct count809
Unique (%)15.7%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean8.296829907
Minimum0
Maximum61
Zeros (%)2.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.6
Q13.35812357
Median7
Q311.63888889
95-th percentile20.5
Maximum61
Range61
Interquartile range8.280765319

Descriptive statistics

Standard deviation6.679883964
Coef of variation0.8051128007
Kurtosis4.946546255
Mean8.296829907
MAD5.028425149
Skewness1.661973779
Sum32183.40321
Variance44.62084977
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1 149 2.9%
 
0 145 2.8%
 
2 125 2.4%
 
3 124 2.4%
 
5 115 2.2%
 
4 114 2.2%
 
6 94 1.8%
 
7 81 1.6%
 
11 70 1.4%
 
8 67 1.3%
 
Other values (798) 2795 54.3%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 145 2.8%
 
0.2 1 < 0.1%
 
0.25 5 0.1%
 
0.3333333333 9 0.2%
 
0.4166666667 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
61 1 < 0.1%
 
55 1 < 0.1%
 
48.5 1 < 0.1%
 
48 1 < 0.1%
 
46.5 1 < 0.1%
 

B_avg_opp_BODY_landed
Highly correlated

This variable is highly correlated with B_avg_opp_BODY_att and should be ignored for analysis

Correlation0.9535589314

B_avg_opp_CLINCH_att
Numeric

Distinct count799
Unique (%)15.5%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean7.455382205
Minimum0
Maximum105
Zeros (%)5.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12.857142857
Median5.909090909
Q310
95-th percentile20.25833333
Maximum105
Range105
Interquartile range7.142857143

Descriptive statistics

Standard deviation7.035042726
Coef of variation0.9436193253
Kurtosis20.45359757
Mean7.455382205
MAD4.887154973
Skewness2.972593293
Sum28919.42757
Variance49.49182616
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 261 5.1%
 
2 141 2.7%
 
1 129 2.5%
 
3 111 2.2%
 
4 110 2.1%
 
6 104 2.0%
 
5 100 1.9%
 
7 69 1.3%
 
8 61 1.2%
 
10 60 1.2%
 
Other values (788) 2733 53.1%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 261 5.1%
 
0.1666666667 2 < 0.1%
 
0.2 3 0.1%
 
0.25 2 < 0.1%
 
0.3333333333 4 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
105 1 < 0.1%
 
87 1 < 0.1%
 
61 2 < 0.1%
 
60 1 < 0.1%
 
56 1 < 0.1%
 

B_avg_opp_CLINCH_landed
Highly correlated

This variable is highly correlated with B_avg_opp_CLINCH_att and should be ignored for analysis

Correlation0.9661572613

B_avg_opp_DISTANCE_att
Numeric

Distinct count1706
Unique (%)33.2%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean51.87899075
Minimum0
Maximum361
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4
Q121.41428571
Median43.66666667
Q371.775
95-th percentile126.51
Maximum361
Range361
Interquartile range50.36071429

Descriptive statistics

Standard deviation41.11777139
Coef of variation0.7925707652
Kurtosis4.579351239
Mean51.87899075
MAD31.02922359
Skewness1.599586272
Sum201238.6051
Variance1690.671124
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2 38 0.7%
 
4 35 0.7%
 
1 34 0.7%
 
3 33 0.6%
 
5 32 0.6%
 
11 30 0.6%
 
7 28 0.5%
 
17 27 0.5%
 
18 24 0.5%
 
10 24 0.5%
 
Other values (1695) 3574 69.5%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 21 0.4%
 
0.3333333333 1 < 0.1%
 
0.5 4 0.1%
 
0.6363636364 1 < 0.1%
 
0.75 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
361 1 < 0.1%
 
329 1 < 0.1%
 
312 1 < 0.1%
 
294 1 < 0.1%
 
278 1 < 0.1%
 

B_avg_opp_DISTANCE_landed
Highly correlated

This variable is highly correlated with B_avg_opp_DISTANCE_att and should be ignored for analysis

Correlation0.9352402442

B_avg_opp_GROUND_att
Numeric

Distinct count806
Unique (%)15.7%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean7.100087556
Minimum0
Maximum94
Zeros (%)9.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.666666667
Median4.714285714
Q39.454545455
95-th percentile22.16666667
Maximum94
Range94
Interquartile range7.787878788

Descriptive statistics

Standard deviation8.534550733
Coef of variation1.202034576
Kurtosis15.68286671
Mean7.100087556
MAD5.674399729
Skewness3.092932866
Sum27541.23963
Variance72.83855621
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 463 9.0%
 
1 144 2.8%
 
2 103 2.0%
 
3 97 1.9%
 
4 94 1.8%
 
6 75 1.5%
 
5 70 1.4%
 
7 60 1.2%
 
8 55 1.1%
 
0.5 55 1.1%
 
Other values (795) 2663 51.8%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 463 9.0%
 
0.1428571429 2 < 0.1%
 
0.1666666667 4 0.1%
 
0.2 5 0.1%
 
0.2222222222 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 1 < 0.1%
 
93 1 < 0.1%
 
81 1 < 0.1%
 
72 1 < 0.1%
 
70 1 < 0.1%
 

B_avg_opp_GROUND_landed
Highly correlated

This variable is highly correlated with B_avg_opp_GROUND_att and should be ignored for analysis

Correlation0.9633283815

B_avg_opp_HEAD_att
Highly correlated

This variable is highly correlated with B_avg_opp_DISTANCE_att and should be ignored for analysis

Correlation0.9526883418

B_avg_opp_HEAD_landed
Numeric

Distinct count1091
Unique (%)21.2%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean17.36783041
Minimum0
Maximum126
Zeros (%)1.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q18.857142857
Median15
Q323
95-th percentile40
Maximum126
Range126
Interquartile range14.14285714

Descriptive statistics

Standard deviation12.70291132
Coef of variation0.7314046152
Kurtosis6.985427184
Mean17.36783041
MAD9.243386137
Skewness1.882241641
Sum67369.81415
Variance161.3639559
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 67 1.3%
 
11 57 1.1%
 
13 57 1.1%
 
1 56 1.1%
 
3 56 1.1%
 
2 54 1.0%
 
10 50 1.0%
 
5 50 1.0%
 
8 49 1.0%
 
16 49 1.0%
 
Other values (1080) 3334 64.8%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 67 1.3%
 
0.25 2 < 0.1%
 
0.3333333333 3 0.1%
 
0.5 11 0.2%
 
0.6666666667 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
126 1 < 0.1%
 
111 1 < 0.1%
 
106 1 < 0.1%
 
96.5 1 < 0.1%
 
95 2 < 0.1%
 

B_avg_opp_KD
Numeric

Distinct count108
Unique (%)2.1%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.1608521547
Minimum0
Maximum3
Zeros (%)43.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.25
95-th percentile0.75
Maximum3
Range3
Interquartile range0.25

Descriptive statistics

Standard deviation0.2863484349
Coef of variation1.78019645
Kurtosis14.43372108
Mean0.1608521547
MAD0.1942941437
Skewness3.104965185
Sum623.9455082
Variance0.08199542615
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2227 43.3%
 
0.3333333333 173 3.4%
 
0.5 173 3.4%
 
1 152 3.0%
 
0.25 143 2.8%
 
0.2 126 2.4%
 
0.1666666667 79 1.5%
 
0.1428571429 65 1.3%
 
0.125 52 1.0%
 
0.1111111111 47 0.9%
 
Other values (97) 642 12.5%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2227 43.3%
 
0.03703703704 1 < 0.1%
 
0.03846153846 1 < 0.1%
 
0.04 1 < 0.1%
 
0.04347826087 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3 2 < 0.1%
 
2 19 0.4%
 
1.5 4 0.1%
 
1.333333333 3 0.1%
 
1.25 1 < 0.1%
 

B_avg_opp_LEG_att
Numeric

Distinct count707
Unique (%)13.7%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean6.047875824
Minimum0
Maximum57
Zeros (%)4.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12.142857143
Median4.8
Q38.114379085
95-th percentile16
Maximum57
Range57
Interquartile range5.971521942

Descriptive statistics

Standard deviation5.55855093
Coef of variation0.919091445
Kurtosis9.063793445
Mean6.047875824
MAD3.971154507
Skewness2.244358073
Sum23459.71032
Variance30.89748844
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 254 4.9%
 
1 202 3.9%
 
2 164 3.2%
 
3 147 2.9%
 
4 133 2.6%
 
5 105 2.0%
 
6 92 1.8%
 
7 86 1.7%
 
8 79 1.5%
 
1.5 54 1.0%
 
Other values (696) 2563 49.8%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 254 4.9%
 
0.1111111111 1 < 0.1%
 
0.125 1 < 0.1%
 
0.1428571429 1 < 0.1%
 
0.1666666667 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
57 1 < 0.1%
 
50 1 < 0.1%
 
49 1 < 0.1%
 
44 1 < 0.1%
 
42 2 < 0.1%
 

B_avg_opp_LEG_landed
Highly correlated

This variable is highly correlated with B_avg_opp_LEG_att and should be ignored for analysis

Correlation0.9780956871

B_avg_opp_PASS
Numeric

Distinct count317
Unique (%)6.2%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean1.089235225
Minimum0
Maximum19
Zeros (%)19.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.6666666667
Q31.5
95-th percentile4
Maximum19
Range19
Interquartile range1.5

Descriptive statistics

Standard deviation1.442977937
Coef of variation1.324762461
Kurtosis17.30968371
Mean1.089235225
MAD0.9482317691
Skewness3.194711566
Sum4225.143439
Variance2.082185327
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 976 19.0%
 
1 385 7.5%
 
2 202 3.9%
 
0.5 199 3.9%
 
0.3333333333 113 2.2%
 
1.5 105 2.0%
 
0.6666666667 92 1.8%
 
3 84 1.6%
 
0.25 70 1.4%
 
0.75 62 1.2%
 
Other values (306) 1591 30.9%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 976 19.0%
 
0.03225806452 1 < 0.1%
 
0.03333333333 1 < 0.1%
 
0.03448275862 1 < 0.1%
 
0.08333333333 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
19 1 < 0.1%
 
14 1 < 0.1%
 
13 1 < 0.1%
 
12 2 < 0.1%
 
11 1 < 0.1%
 

B_avg_opp_REV
Numeric

Distinct count112
Unique (%)2.2%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.1536040515
Minimum0
Maximum3
Zeros (%)46.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.2
95-th percentile0.8
Maximum3
Range3
Interquartile range0.2

Descriptive statistics

Standard deviation0.3096631109
Coef of variation2.015982702
Kurtosis19.39829358
Mean0.1536040515
MAD0.1987714273
Skewness3.651099753
Sum595.8301158
Variance0.09589124223
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2388 46.4%
 
0.5 153 3.0%
 
1 133 2.6%
 
0.3333333333 132 2.6%
 
0.25 127 2.5%
 
0.2 100 1.9%
 
0.1666666667 74 1.4%
 
0.1428571429 55 1.1%
 
0.125 49 1.0%
 
0.4 40 0.8%
 
Other values (101) 628 12.2%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2388 46.4%
 
0.03225806452 1 < 0.1%
 
0.03333333333 1 < 0.1%
 
0.03448275862 1 < 0.1%
 
0.03703703704 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3 6 0.1%
 
2 24 0.5%
 
1.75 1 < 0.1%
 
1.666666667 1 < 0.1%
 
1.5 5 0.1%
 

B_avg_opp_SIG_STR_att
Highly correlated

This variable is highly correlated with B_avg_opp_HEAD_att and should be ignored for analysis

Correlation0.9828953858

B_avg_opp_SIG_STR_landed
Highly correlated

This variable is highly correlated with B_avg_opp_SIG_STR_att and should be ignored for analysis

Correlation0.9149323334

B_avg_opp_SIG_STR_pct
Numeric

Distinct count1295
Unique (%)25.2%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.4271819942
Minimum0
Maximum1
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.25
Q10.3533333333
Median0.4157142857
Q30.4946428571
95-th percentile0.64
Maximum1
Range1
Interquartile range0.1413095238

Descriptive statistics

Standard deviation0.1268419967
Coef of variation0.2969273013
Kurtosis2.597874813
Mean0.4271819942
MAD0.09278085414
Skewness0.4596545545
Sum1657.038955
Variance0.01608889213
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.42 62 1.2%
 
0.41 59 1.1%
 
0.5 58 1.1%
 
0.33 50 1.0%
 
0.4 49 1.0%
 
0.37 43 0.8%
 
0.32 40 0.8%
 
0.47 40 0.8%
 
0.46 39 0.8%
 
0.44 39 0.8%
 
Other values (1284) 3400 66.1%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 32 0.6%
 
0.04 1 < 0.1%
 
0.04666666667 1 < 0.1%
 
0.055 1 < 0.1%
 
0.06 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 16 0.3%
 
0.96 1 < 0.1%
 
0.93 1 < 0.1%
 
0.9 1 < 0.1%
 
0.88 2 < 0.1%
 

B_avg_opp_SUB_ATT
Numeric

Distinct count198
Unique (%)3.8%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.4624678268
Minimum0
Maximum7
Zeros (%)28.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.25
Q30.6666666667
95-th percentile1.666666667
Maximum7
Range7
Interquartile range0.6666666667

Descriptive statistics

Standard deviation0.6520230844
Coef of variation1.409877718
Kurtosis13.57872869
Mean0.4624678268
MAD0.4493300375
Skewness2.896814701
Sum1793.9127
Variance0.4251341026
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1472 28.6%
 
1 334 6.5%
 
0.5 256 5.0%
 
0.3333333333 170 3.3%
 
0.6666666667 133 2.6%
 
0.25 107 2.1%
 
0.2 90 1.7%
 
2 85 1.7%
 
0.4 62 1.2%
 
0.1666666667 57 1.1%
 
Other values (187) 1113 21.6%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1472 28.6%
 
0.05555555556 1 < 0.1%
 
0.05882352941 2 < 0.1%
 
0.06666666667 3 0.1%
 
0.07142857143 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7 1 < 0.1%
 
6 2 < 0.1%
 
5 7 0.1%
 
4 12 0.2%
 
3.666666667 1 < 0.1%
 

B_avg_opp_TD_att
Numeric

Distinct count484
Unique (%)9.4%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean2.90051099
Minimum0
Maximum20
Zeros (%)7.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2.363636364
Q34
95-th percentile8
Maximum20
Range20
Interquartile range3

Descriptive statistics

Standard deviation2.541909177
Coef of variation0.876365987
Kurtosis4.534345727
Mean2.90051099
MAD1.878859381
Skewness1.696971341
Sum11251.08213
Variance6.461302264
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 391 7.6%
 
1 319 6.2%
 
2 234 4.5%
 
3 195 3.8%
 
4 150 2.9%
 
5 88 1.7%
 
1.5 87 1.7%
 
0.5 78 1.5%
 
2.5 72 1.4%
 
6 71 1.4%
 
Other values (473) 2194 42.7%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 391 7.6%
 
0.1428571429 1 < 0.1%
 
0.1666666667 1 < 0.1%
 
0.1818181818 1 < 0.1%
 
0.2 6 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20 2 < 0.1%
 
18.5 1 < 0.1%
 
16 4 0.1%
 
15.5 1 < 0.1%
 
15 6 0.1%
 

B_avg_opp_TD_landed
Numeric

Distinct count297
Unique (%)5.8%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean1.09408572
Minimum0
Maximum11.5
Zeros (%)14.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2817460317
Median0.8571428571
Q31.5
95-th percentile3.25
Maximum11.5
Range11.5
Interquartile range1.218253968

Descriptive statistics

Standard deviation1.169611468
Coef of variation1.069030924
Kurtosis9.338491418
Mean1.09408572
MAD0.8235895734
Skewness2.332337672
Sum4243.958506
Variance1.367990986
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 768 14.9%
 
1 457 8.9%
 
0.5 238 4.6%
 
2 225 4.4%
 
0.3333333333 124 2.4%
 
0.6666666667 101 2.0%
 
1.5 97 1.9%
 
3 89 1.7%
 
1.333333333 75 1.5%
 
0.75 67 1.3%
 
Other values (286) 1638 31.8%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 768 14.9%
 
0.07142857143 1 < 0.1%
 
0.08333333333 1 < 0.1%
 
0.09090909091 6 0.1%
 
0.1 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11.5 1 < 0.1%
 
11 1 < 0.1%
 
10 1 < 0.1%
 
9 4 0.1%
 
8 1 < 0.1%
 

B_avg_opp_TD_pct
Numeric

Distinct count1178
Unique (%)22.9%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.2764649469
Minimum0
Maximum1
Zeros (%)14.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.08267857143
Median0.2394444444
Q30.39275
95-th percentile0.80875
Maximum1
Range1
Interquartile range0.3100714286

Descriptive statistics

Standard deviation0.2496777973
Coef of variation0.9031083328
Kurtosis1.060484516
Mean0.2764649469
MAD0.1924393857
Skewness1.13112925
Sum1072.407529
Variance0.06233900245
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 768 14.9%
 
0.5 165 3.2%
 
1 157 3.1%
 
0.25 124 2.4%
 
0.3333333333 72 1.4%
 
0.33 61 1.2%
 
0.2 60 1.2%
 
0.1666666667 56 1.1%
 
0.125 43 0.8%
 
0.75 36 0.7%
 
Other values (1167) 2337 45.4%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 768 14.9%
 
0.007 1 < 0.1%
 
0.01411764706 1 < 0.1%
 
0.01454545455 1 < 0.1%
 
0.01764705882 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 157 3.1%
 
0.95 1 < 0.1%
 
0.9433333333 1 < 0.1%
 
0.935 1 < 0.1%
 
0.925 4 0.1%
 

B_avg_opp_TOTAL_STR_att
Highly correlated

This variable is highly correlated with B_avg_opp_SIG_STR_att and should be ignored for analysis

Correlation0.9239285795

B_avg_opp_TOTAL_STR_landed
Numeric

Distinct count1469
Unique (%)28.6%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean46.16271498
Minimum0
Maximum232
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile8.49
Q128.68333333
Median43.33333333
Q359
95-th percentile92.55
Maximum232
Range232
Interquartile range30.31666667

Descriptive statistics

Standard deviation26.7687305
Coef of variation0.5798777327
Kurtosis3.726011192
Mean46.16271498
MAD19.86210544
Skewness1.256037527
Sum179065.1714
Variance716.5649325
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
25 28 0.5%
 
48 28 0.5%
 
6 26 0.5%
 
41 23 0.4%
 
27 23 0.4%
 
46 23 0.4%
 
38 22 0.4%
 
23 22 0.4%
 
17 22 0.4%
 
35 22 0.4%
 
Other values (1458) 3640 70.8%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19 0.4%
 
0.5 4 0.1%
 
0.6666666667 1 < 0.1%
 
1 17 0.3%
 
1.5 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
232 1 < 0.1%
 
230 1 < 0.1%
 
227 1 < 0.1%
 
210 1 < 0.1%
 
182 1 < 0.1%
 

B_avg_PASS
Numeric

Distinct count344
Unique (%)6.7%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean1.278336301
Minimum0
Maximum15
Zeros (%)16.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.2
Median1
Q31.878676471
95-th percentile4
Maximum15
Range15
Interquartile range1.678676471

Descriptive statistics

Standard deviation1.441323418
Coef of variation1.127499404
Kurtosis8.135808185
Mean1.278336301
MAD1.041995796
Skewness2.194354293
Sum4958.666513
Variance2.077413196
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 870 16.9%
 
1 429 8.3%
 
2 188 3.7%
 
0.5 156 3.0%
 
0.3333333333 108 2.1%
 
3 100 1.9%
 
1.5 95 1.8%
 
0.6666666667 94 1.8%
 
0.25 65 1.3%
 
2.5 59 1.1%
 
Other values (333) 1715 33.3%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 870 16.9%
 
0.08333333333 2 < 0.1%
 
0.09090909091 2 < 0.1%
 
0.1 5 0.1%
 
0.1111111111 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
15 1 < 0.1%
 
13 1 < 0.1%
 
12 1 < 0.1%
 
10 2 < 0.1%
 
9 6 0.1%
 

B_avg_REV
Numeric

Distinct count113
Unique (%)2.2%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.1691675122
Minimum0
Maximum3
Zeros (%)44.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.25
95-th percentile1
Maximum3
Range3
Interquartile range0.25

Descriptive statistics

Standard deviation0.3231734792
Coef of variation1.910375551
Kurtosis16.43354548
Mean0.1691675122
MAD0.2132769905
Skewness3.363747928
Sum656.2007797
Variance0.1044410977
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2306 44.8%
 
0.3333333333 173 3.4%
 
0.5 172 3.3%
 
1 152 3.0%
 
0.25 120 2.3%
 
0.2 109 2.1%
 
0.1666666667 69 1.3%
 
0.4 57 1.1%
 
0.1428571429 56 1.1%
 
0.6666666667 46 0.9%
 
Other values (102) 619 12.0%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2306 44.8%
 
0.03703703704 1 < 0.1%
 
0.03846153846 3 0.1%
 
0.04 1 < 0.1%
 
0.04166666667 4 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3 6 0.1%
 
2.5 1 < 0.1%
 
2 22 0.4%
 
1.75 1 < 0.1%
 
1.666666667 2 < 0.1%
 

B_avg_SIG_STR_att
Highly correlated

This variable is highly correlated with B_avg_HEAD_att and should be ignored for analysis

Correlation0.9799976992

B_avg_SIG_STR_landed
Highly correlated

This variable is highly correlated with B_avg_SIG_STR_att and should be ignored for analysis

Correlation0.923991385

B_avg_SIG_STR_pct
Numeric

Distinct count1313
Unique (%)25.5%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.4562887534
Minimum0
Maximum1
Zeros (%)0.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.26
Q10.3875
Median0.455
Q30.5239565217
95-th percentile0.66
Maximum1
Range1
Interquartile range0.1364565217

Descriptive statistics

Standard deviation0.1265325453
Coef of variation0.2773080519
Kurtosis2.395903104
Mean0.4562887534
MAD0.09258586782
Skewness-0.01789829595
Sum1769.944074
Variance0.01601048502
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.5 76 1.5%
 
0.4 56 1.1%
 
0.46 49 1.0%
 
0.45 49 1.0%
 
0.48 48 0.9%
 
0.52 47 0.9%
 
0.42 45 0.9%
 
0.41 44 0.9%
 
0.47 44 0.9%
 
0.37 42 0.8%
 
Other values (1302) 3379 65.7%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 38 0.7%
 
0.045 1 < 0.1%
 
0.055 1 < 0.1%
 
0.08 2 < 0.1%
 
0.09 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 13 0.3%
 
0.92 1 < 0.1%
 
0.885 1 < 0.1%
 
0.88 4 0.1%
 
0.87 2 < 0.1%
 

B_avg_SUB_ATT
Numeric

Distinct count232
Unique (%)4.5%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.5480630888
Minimum0
Maximum8
Zeros (%)27.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.3333333333
Q30.9
95-th percentile2
Maximum8
Range8
Interquartile range0.9

Descriptive statistics

Standard deviation0.7147128641
Coef of variation1.304070423
Kurtosis14.84246921
Mean0.5480630888
MAD0.5114239649
Skewness2.779817424
Sum2125.936722
Variance0.5108144781
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1398 27.2%
 
1 383 7.4%
 
0.5 249 4.8%
 
0.3333333333 166 3.2%
 
2 113 2.2%
 
0.6666666667 108 2.1%
 
0.25 99 1.9%
 
0.2 71 1.4%
 
1.5 67 1.3%
 
0.75 56 1.1%
 
Other values (221) 1169 22.7%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1398 27.2%
 
0.05 1 < 0.1%
 
0.05555555556 2 < 0.1%
 
0.05882352941 4 0.1%
 
0.0625 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8 2 < 0.1%
 
7 1 < 0.1%
 
6 3 0.1%
 
5 9 0.2%
 
4 6 0.1%
 

B_avg_TD_att
Numeric

Distinct count539
Unique (%)10.5%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean2.804924489
Minimum0
Maximum19
Zeros (%)8.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.8819444444
Median2
Q34
95-th percentile8.016666667
Maximum19
Range19
Interquartile range3.118055556

Descriptive statistics

Standard deviation2.683048719
Coef of variation0.956549358
Kurtosis2.601146357
Mean2.804924489
MAD2.068826773
Skewness1.456009659
Sum10880.30209
Variance7.198750429
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 458 8.9%
 
1 331 6.4%
 
2 206 4.0%
 
3 176 3.4%
 
0.5 131 2.5%
 
4 101 2.0%
 
1.5 89 1.7%
 
5 79 1.5%
 
2.5 71 1.4%
 
6 63 1.2%
 
Other values (528) 2174 42.3%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 458 8.9%
 
0.07692307692 1 < 0.1%
 
0.08333333333 1 < 0.1%
 
0.09090909091 1 < 0.1%
 
0.1 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
19 2 < 0.1%
 
17.66666667 1 < 0.1%
 
17.5 1 < 0.1%
 
16.5 1 < 0.1%
 
15 3 0.1%
 

B_avg_TD_landed
Numeric

Distinct count357
Unique (%)6.9%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean1.189460857
Minimum0
Maximum10
Zeros (%)16.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.25
Median1
Q31.75
95-th percentile3.666666667
Maximum10
Range10
Interquartile range1.5

Descriptive statistics

Standard deviation1.249755692
Coef of variation1.050690894
Kurtosis4.293963329
Mean1.189460857
MAD0.9373520292
Skewness1.719402904
Sum4613.918665
Variance1.561889289
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 846 16.4%
 
1 441 8.6%
 
0.5 200 3.9%
 
2 195 3.8%
 
0.3333333333 110 2.1%
 
1.5 108 2.1%
 
3 100 1.9%
 
0.6666666667 97 1.9%
 
2.5 63 1.2%
 
1.333333333 62 1.2%
 
Other values (346) 1657 32.2%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 846 16.4%
 
0.0625 1 < 0.1%
 
0.07142857143 1 < 0.1%
 
0.08333333333 2 < 0.1%
 
0.09090909091 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10 2 < 0.1%
 
8 4 0.1%
 
7.5 1 < 0.1%
 
7.333333333 2 < 0.1%
 
7 6 0.1%
 

B_avg_TD_pct
Numeric

Distinct count1161
Unique (%)22.6%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean0.3154895282
Minimum0
Maximum1
Zeros (%)16.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.1
Median0.3
Q30.4860769231
95-th percentile0.8201111111
Maximum1
Range1
Interquartile range0.3860769231

Descriptive statistics

Standard deviation0.2579010221
Coef of variation0.8174630186
Kurtosis0.1388895109
Mean0.3154895282
MAD0.2062144246
Skewness0.7003943261
Sum1223.78388
Variance0.06651293719
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 846 16.4%
 
0.5 204 4.0%
 
1 152 3.0%
 
0.25 141 2.7%
 
0.3333333333 78 1.5%
 
0.2 53 1.0%
 
0.33 50 1.0%
 
0.1666666667 49 1.0%
 
0.4 35 0.7%
 
0.375 34 0.7%
 
Other values (1150) 2237 43.5%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 846 16.4%
 
0.04 1 < 0.1%
 
0.04125 1 < 0.1%
 
0.04375 1 < 0.1%
 
0.04666666667 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 152 3.0%
 
0.9575 1 < 0.1%
 
0.9433333333 1 < 0.1%
 
0.935 1 < 0.1%
 
0.915 2 < 0.1%
 

B_avg_TOTAL_STR_att
Highly correlated

This variable is highly correlated with B_avg_SIG_STR_att and should be ignored for analysis

Correlation0.913986624

B_avg_TOTAL_STR_landed
Numeric

Distinct count1494
Unique (%)29.0%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean50.70923565
Minimum0
Maximum230
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile9.966666667
Q131
Median47.66666667
Q366.5
95-th percentile102.0333333
Maximum230
Range230
Interquartile range35.5

Descriptive statistics

Standard deviation28.70272863
Coef of variation0.566025661
Kurtosis1.990359974
Mean50.70923565
MAD22.0455072
Skewness0.9366219999
Sum196701.1251
Variance823.8466307
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16 26 0.5%
 
46 26 0.5%
 
59 25 0.5%
 
13 25 0.5%
 
50 24 0.5%
 
21 24 0.5%
 
53 23 0.4%
 
1 23 0.4%
 
33 22 0.4%
 
38 22 0.4%
 
Other values (1483) 3639 70.7%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 20 0.4%
 
1 23 0.4%
 
1.5 1 < 0.1%
 
2 13 0.3%
 
3 19 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
230 1 < 0.1%
 
212 1 < 0.1%
 
210 1 < 0.1%
 
195.6666667 1 < 0.1%
 
195.5 1 < 0.1%
 

B_current_lose_streak
Numeric

Distinct count7
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.4298211509
Minimum0
Maximum6
Zeros (%)67.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile2
Maximum6
Range6
Interquartile range1

Descriptive statistics

Standard deviation0.731325342
Coef of variation1.701464296
Kurtosis5.388782539
Mean0.4298211509
MAD0.5839016723
Skewness2.062632806
Sum2211
Variance0.5348367559
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=7)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3494 67.9%
 
1 1229 23.9%
 
2 317 6.2%
 
3 75 1.5%
 
4 23 0.4%
 
5 5 0.1%
 
6 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3494 67.9%
 
1 1229 23.9%
 
2 317 6.2%
 
3 75 1.5%
 
4 23 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
6 1 < 0.1%
 
5 5 0.1%
 
4 23 0.4%
 
3 75 1.5%
 
2 317 6.2%
 

B_current_win_streak
Numeric

Distinct count14
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8372861586
Minimum0
Maximum13
Zeros (%)56.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum13
Range13
Interquartile range1

Descriptive statistics

Standard deviation1.306202654
Coef of variation1.56004329
Kurtosis7.810146705
Mean0.8372861586
MAD0.9489460157
Skewness2.311075844
Sum4307
Variance1.706165373
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=14)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 7.5 13. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2915 56.7%
 
1 1171 22.8%
 
2 515 10.0%
 
3 297 5.8%
 
4 132 2.6%
 
5 51 1.0%
 
6 34 0.7%
 
7 19 0.4%
 
8 5 0.1%
 
11 1 < 0.1%
 
Other values (4) 4 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2915 56.7%
 
1 1171 22.8%
 
2 515 10.0%
 
3 297 5.8%
 
4 132 2.6%
 

Maximum 5 values

ValueCountFrequency (%) 
13 1 < 0.1%
 
12 1 < 0.1%
 
11 1 < 0.1%
 
10 1 < 0.1%
 
9 1 < 0.1%
 

B_draw
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

B_fighter
Categorical

Distinct count1774
Unique (%)34.5%
Missing (%)0.0%
Missing (n)0
Jeremy Stephens
 
19
Charles Oliveira
 
17
Nik Lentz
 
14
Other values (1771)
5094
ValueCountFrequency (%) 
Jeremy Stephens 19 0.4%
 
Charles Oliveira 17 0.3%
 
Nik Lentz 14 0.3%
 
Tim Boetsch 13 0.3%
 
Rafael Dos Anjos 13 0.3%
 
Kevin Lee 12 0.2%
 
Evan Dunham 12 0.2%
 
Chris Lytle 12 0.2%
 
Rick Story 12 0.2%
 
Gleison Tibau 12 0.2%
 
Other values (1764) 5008 97.4%
 
Max length25
Mean length12.90221617
Min length7
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

B_Height_cms
Numeric

Distinct count24
Unique (%)0.5%
Missing (%)0.2%
Missing (n)8
Infinite (%)0.0%
Infinite (n)0
Mean179.238641
Minimum152.4
Maximum210.82
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum152.4
5-th percentile165.1
Q1172.72
Median180.34
Q3185.42
95-th percentile193.04
Maximum210.82
Range58.42
Interquartile range12.7

Descriptive statistics

Standard deviation8.515038584
Coef of variation0.04750671249
Kurtosis0.03790201698
Mean179.238641
MAD6.880674577
Skewness-0.1024722873
Sum920569.66
Variance72.50588209
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%) 
182.88 638 12.4%
 
177.8 608 11.8%
 
180.34 518 10.1%
 
185.42 498 9.7%
 
175.26 493 9.6%
 
172.72 425 8.3%
 
187.96 384 7.5%
 
190.5 345 6.7%
 
170.18 309 6.0%
 
167.64 302 5.9%
 
Other values (13) 616 12.0%
 

Minimum 5 values

ValueCountFrequency (%) 
152.4 3 0.1%
 
154.94 25 0.5%
 
157.48 9 0.2%
 
160.02 74 1.4%
 
162.56 80 1.6%
 

Maximum 5 values

ValueCountFrequency (%) 
210.82 7 0.1%
 
208.28 6 0.1%
 
203.2 13 0.3%
 
200.66 13 0.3%
 
198.12 23 0.4%
 

B_longest_win_streak
Numeric

Distinct count15
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.588452566
Minimum0
Maximum16
Zeros (%)35.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile5
Maximum16
Range16
Interquartile range2

Descriptive statistics

Standard deviation1.785490056
Coef of variation1.124043672
Kurtosis4.901942392
Mean1.588452566
MAD1.398595716
Skewness1.653156834
Sum8171
Variance3.187974739
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 8.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1813 35.2%
 
1 1219 23.7%
 
2 828 16.1%
 
3 572 11.1%
 
4 367 7.1%
 
5 151 2.9%
 
6 90 1.7%
 
7 69 1.3%
 
8 21 0.4%
 
9 5 0.1%
 
Other values (5) 9 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1813 35.2%
 
1 1219 23.7%
 
2 828 16.1%
 
3 572 11.1%
 
4 367 7.1%
 

Maximum 5 values

ValueCountFrequency (%) 
16 4 0.1%
 
13 1 < 0.1%
 
12 1 < 0.1%
 
11 2 < 0.1%
 
10 1 < 0.1%
 

B_losses
Numeric

Distinct count14
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.463646967
Minimum0
Maximum13
Zeros (%)39.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile5
Maximum13
Range13
Interquartile range2

Descriptive statistics

Standard deviation1.866390831
Coef of variation1.275164622
Kurtosis4.659612314
Mean1.463646967
MAD1.391711024
Skewness1.930102916
Sum7529
Variance3.483414735
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=14)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 7.5 9.5 11.5 13. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2036 39.6%
 
1 1293 25.1%
 
2 754 14.7%
 
3 426 8.3%
 
4 276 5.4%
 
5 133 2.6%
 
6 83 1.6%
 
7 55 1.1%
 
8 37 0.7%
 
9 26 0.5%
 
Other values (4) 25 0.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2036 39.6%
 
1 1293 25.1%
 
2 754 14.7%
 
3 426 8.3%
 
4 276 5.4%
 

Maximum 5 values

ValueCountFrequency (%) 
13 2 < 0.1%
 
12 2 < 0.1%
 
11 8 0.2%
 
10 13 0.3%
 
9 26 0.5%
 

B_Reach_cms
Numeric

Distinct count26
Unique (%)0.5%
Missing (%)12.9%
Missing (n)666
Infinite (%)0.0%
Infinite (n)0
Mean183.2861277
Minimum152.4
Maximum213.36
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum152.4
5-th percentile165.1
Q1177.8
Median182.88
Q3190.5
95-th percentile200.66
Maximum213.36
Range60.96
Interquartile range12.7

Descriptive statistics

Standard deviation10.14918043
Coef of variation0.0553734238
Kurtosis-0.04525947955
Mean183.2861277
MAD8.059739743
Skewness-0.1465973241
Sum820755.28
Variance103.0058634
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%) 
187.96 458 8.9%
 
182.88 453 8.8%
 
177.8 453 8.8%
 
180.34 430 8.4%
 
185.42 408 7.9%
 
190.5 372 7.2%
 
193.04 329 6.4%
 
172.72 237 4.6%
 
195.58 206 4.0%
 
175.26 199 3.9%
 
Other values (15) 933 18.1%
 
(Missing) 666 12.9%
 

Minimum 5 values

ValueCountFrequency (%) 
152.4 8 0.2%
 
154.94 3 0.1%
 
157.48 26 0.5%
 
160.02 42 0.8%
 
162.56 90 1.7%
 

Maximum 5 values

ValueCountFrequency (%) 
213.36 12 0.2%
 
210.82 4 0.1%
 
208.28 20 0.4%
 
205.74 24 0.5%
 
203.2 74 1.4%
 

B_Stance
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)3.1%
Missing (n)159
Orthodox
3829
Southpaw
975
Switch
 
168
Other values (2)
 
13
(Missing)
 
159
ValueCountFrequency (%) 
Orthodox 3829 74.4%
 
Southpaw 975 19.0%
 
Switch 168 3.3%
 
Open Stance 9 0.2%
 
Sideways 4 0.1%
 
(Missing) 159 3.1%
 
Max length11
Mean length7.785381026
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

B_total_rounds_fought
Numeric

Distinct count70
Unique (%)1.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.920878694
Minimum0
Maximum75
Zeros (%)24.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median5
Q313
95-th percentile33
Maximum75
Range75
Interquartile range12

Descriptive statistics

Standard deviation11.26933966
Coef of variation1.263254444
Kurtosis5.142982796
Mean8.920878694
MAD8.200062689
Skewness2.064128217
Sum45889
Variance126.9980163
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 29.5 40.5 50.5 68.5 75. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1265 24.6%
 
3 486 9.4%
 
1 296 5.8%
 
6 273 5.3%
 
4 228 4.4%
 
2 208 4.0%
 
7 188 3.7%
 
5 185 3.6%
 
9 168 3.3%
 
8 150 2.9%
 
Other values (60) 1697 33.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1265 24.6%
 
1 296 5.8%
 
2 208 4.0%
 
3 486 9.4%
 
4 228 4.4%
 

Maximum 5 values

ValueCountFrequency (%) 
75 1 < 0.1%
 
73 1 < 0.1%
 
69 3 0.1%
 
68 4 0.1%
 
67 1 < 0.1%
 

B_total_time_fought(seconds)
Numeric

Distinct count2564
Unique (%)49.8%
Missing (%)24.6%
Missing (n)1265
Infinite (%)0.0%
Infinite (n)0
Mean592.3809542
Minimum7
Maximum1500
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7
5-th percentile156
Q1445.9128788
Median610.4
Q3767.2083333
95-th percentile900
Maximum1500
Range1493
Interquartile range321.2954545

Descriptive statistics

Standard deviation232.9182703
Coef of variation0.393190005
Kurtosis-0.4695287114
Mean592.3809542
MAD189.9648366
Skewness-0.3818315666
Sum2297845.721
Variance54250.92064
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
900 557 10.8%
 
654 8 0.2%
 
600 7 0.1%
 
466 6 0.1%
 
388 6 0.1%
 
253 6 0.1%
 
297 6 0.1%
 
531 6 0.1%
 
474 6 0.1%
 
497 5 0.1%
 
Other values (2553) 3266 63.5%
 
(Missing) 1265 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
7 1 < 0.1%
 
9 1 < 0.1%
 
10 1 < 0.1%
 
13 1 < 0.1%
 
19 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1500 1 < 0.1%
 
1290 1 < 0.1%
 
1202.6 1 < 0.1%
 
1200 5 0.1%
 
1118.5 1 < 0.1%
 

B_total_title_bouts
Numeric

Distinct count17
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2799377916
Minimum0
Maximum16
Zeros (%)86.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum16
Range16
Interquartile range0

Descriptive statistics

Standard deviation1.116479842
Coef of variation3.988314101
Kurtosis67.46440534
Mean0.2799377916
MAD0.4852109934
Skewness7.278032646
Sum1440
Variance1.246527237
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=17)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 5.5 11.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4458 86.7%
 
1 461 9.0%
 
2 69 1.3%
 
3 65 1.3%
 
5 23 0.4%
 
4 19 0.4%
 
6 10 0.2%
 
10 9 0.2%
 
7 9 0.2%
 
11 5 0.1%
 
Other values (7) 16 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4458 86.7%
 
1 461 9.0%
 
2 69 1.3%
 
3 65 1.3%
 
4 19 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
16 2 < 0.1%
 
15 1 < 0.1%
 
14 1 < 0.1%
 
13 3 0.1%
 
12 3 0.1%
 

B_Weight_lbs
Numeric

Distinct count74
Unique (%)1.4%
Missing (%)0.1%
Missing (n)6
Infinite (%)0.0%
Infinite (n)0
Mean172.1103542
Minimum115
Maximum770
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum115
5-th percentile125
Q1145
Median170
Q3185
95-th percentile250
Maximum770
Range655
Interquartile range40

Descriptive statistics

Standard deviation36.8470219
Coef of variation0.2140895129
Kurtosis14.9600525
Mean172.1103542
MAD27.24221567
Skewness1.851543608
Sum884303
Variance1357.703023
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
170 1018 19.8%
 
155 941 18.3%
 
185 682 13.3%
 
205 519 10.1%
 
135 507 9.9%
 
145 462 9.0%
 
125 266 5.2%
 
115 137 2.7%
 
265 100 1.9%
 
240 49 1.0%
 
Other values (63) 457 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
115 137 2.7%
 
125 266 5.2%
 
135 507 9.9%
 
145 462 9.0%
 
155 941 18.3%
 

Maximum 5 values

ValueCountFrequency (%) 
770 1 < 0.1%
 
430 1 < 0.1%
 
410 1 < 0.1%
 
400 1 < 0.1%
 
350 1 < 0.1%
 

B_win_by_Decision_Majority
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
5058
1
 
85
2
 
1
ValueCountFrequency (%) 
0 5058 98.3%
 
1 85 1.7%
 
2 1 < 0.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

B_win_by_Decision_Split
Numeric

Distinct count6
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2122861586
Minimum0
Maximum5
Zeros (%)83.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.5265982893
Coef of variation2.480605861
Kurtosis12.08972377
Mean0.2122861586
MAD0.3528473282
Skewness3.056358345
Sum1092
Variance0.2773057583
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4275 83.1%
 
1 692 13.5%
 
2 142 2.8%
 
3 27 0.5%
 
4 5 0.1%
 
5 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4275 83.1%
 
1 692 13.5%
 
2 142 2.8%
 
3 27 0.5%
 
4 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 3 0.1%
 
4 5 0.1%
 
3 27 0.5%
 
2 142 2.8%
 
1 692 13.5%
 

B_win_by_Decision_Unanimous
Numeric

Distinct count11
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.7801321928
Minimum0
Maximum10
Zeros (%)60.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile4
Maximum10
Range10
Interquartile range1

Descriptive statistics

Standard deviation1.300198874
Coef of variation1.666639175
Kurtosis6.367377543
Mean0.7801321928
MAD0.9405870645
Skewness2.305183282
Sum4013
Variance1.690517113
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 8.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3101 60.3%
 
1 1075 20.9%
 
2 477 9.3%
 
3 226 4.4%
 
4 130 2.5%
 
5 67 1.3%
 
6 43 0.8%
 
8 11 0.2%
 
7 11 0.2%
 
9 2 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3101 60.3%
 
1 1075 20.9%
 
2 477 9.3%
 
3 226 4.4%
 
4 130 2.5%
 

Maximum 5 values

ValueCountFrequency (%) 
10 1 < 0.1%
 
9 2 < 0.1%
 
8 11 0.2%
 
7 11 0.2%
 
6 43 0.8%
 

B_win_by_KO/TKO
Numeric

Distinct count12
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8726671851
Minimum0
Maximum11
Zeros (%)60.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile4
Maximum11
Range11
Interquartile range1

Descriptive statistics

Standard deviation1.545951604
Coef of variation1.77152485
Kurtosis8.724442775
Mean0.8726671851
MAD1.058261645
Skewness2.654669796
Sum4489
Variance2.389966363
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 5.5 7.5 11. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3119 60.6%
 
1 980 19.1%
 
2 478 9.3%
 
3 216 4.2%
 
4 137 2.7%
 
5 97 1.9%
 
6 41 0.8%
 
7 31 0.6%
 
9 19 0.4%
 
8 14 0.3%
 
Other values (2) 12 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3119 60.6%
 
1 980 19.1%
 
2 478 9.3%
 
3 216 4.2%
 
4 137 2.7%
 

Maximum 5 values

ValueCountFrequency (%) 
11 6 0.1%
 
10 6 0.1%
 
9 19 0.4%
 
8 14 0.3%
 
7 31 0.6%
 

B_win_by_Submission
Numeric

Distinct count12
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5515163297
Minimum0
Maximum11
Zeros (%)70.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum11
Range11
Interquartile range1

Descriptive statistics

Standard deviation1.127523908
Coef of variation2.044407115
Kurtosis13.30430787
Mean0.5515163297
MAD0.7762399353
Skewness3.124058141
Sum2837
Variance1.271310164
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 8.5 11. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3620 70.4%
 
1 852 16.6%
 
2 361 7.0%
 
3 149 2.9%
 
4 86 1.7%
 
5 33 0.6%
 
6 20 0.4%
 
8 12 0.2%
 
7 6 0.1%
 
10 2 < 0.1%
 
Other values (2) 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3620 70.4%
 
1 852 16.6%
 
2 361 7.0%
 
3 149 2.9%
 
4 86 1.7%
 

Maximum 5 values

ValueCountFrequency (%) 
11 1 < 0.1%
 
10 2 < 0.1%
 
9 2 < 0.1%
 
8 12 0.2%
 
7 6 0.1%
 

B_win_by_TKO_Doctor_Stoppage
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
4924
1
 
207
2
 
13
ValueCountFrequency (%) 
0 4924 95.7%
 
1 207 4.0%
 
2 13 0.3%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

B_wins
Highly correlated

This variable is highly correlated with B_total_rounds_fought and should be ignored for analysis

Correlation0.9340694056

date
Categorical

Distinct count476
Unique (%)9.3%
Missing (%)0.0%
Missing (n)0
2016-11-19
 
25
2014-10-04
 
23
2014-05-31
 
22
Other values (473)
5074
ValueCountFrequency (%) 
2016-11-19 25 0.5%
 
2014-10-04 23 0.4%
 
2014-05-31 22 0.4%
 
2014-06-28 21 0.4%
 
2014-08-23 21 0.4%
 
1994-03-11 15 0.3%
 
2018-04-14 14 0.3%
 
2018-09-22 14 0.3%
 
2018-06-23 13 0.3%
 
2017-11-11 13 0.3%
 
Other values (466) 4963 96.5%
 
Max length10
Mean length10
Min length10
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

location
Categorical

Distinct count157
Unique (%)3.1%
Missing (%)0.0%
Missing (n)0
Las Vegas, Nevada, USA
1216
London, England, United Kingdom
 
114
Chicago, Illinois, USA
 
81
Other values (154)
3733
ValueCountFrequency (%) 
Las Vegas, Nevada, USA 1216 23.6%
 
London, England, United Kingdom 114 2.2%
 
Chicago, Illinois, USA 81 1.6%
 
Montreal, Quebec, Canada 81 1.6%
 
Atlantic City, New Jersey, USA 80 1.6%
 
Los Angeles, California, USA 79 1.5%
 
Newark, New Jersey, USA 78 1.5%
 
Toronto, Ontario, Canada 74 1.4%
 
Denver, Colorado, USA 74 1.4%
 
Stockholm, Sweden 72 1.4%
 
Other values (147) 3195 62.1%
 
Max length43
Mean length24.58300933
Min length12
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

no_of_rounds
Numeric

Distinct count5
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.119362364
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile3
Q13
Median3
Q33
95-th percentile5
Maximum5
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.6314573493
Coef of variation0.2024315471
Kurtosis5.609223721
Mean3.119362364
MAD0.3168288289
Skewness1.499435061
Sum16046
Variance0.3987383839
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
3 4523 87.9%
 
5 423 8.2%
 
2 98 1.9%
 
1 78 1.5%
 
4 22 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
1 78 1.5%
 
2 98 1.9%
 
3 4523 87.9%
 
4 22 0.4%
 
5 423 8.2%
 

Maximum 5 values

ValueCountFrequency (%) 
5 423 8.2%
 
4 22 0.4%
 
3 4523 87.9%
 
2 98 1.9%
 
1 78 1.5%
 

R_age
Numeric

Distinct count30
Unique (%)0.6%
Missing (%)1.2%
Missing (n)64
Infinite (%)0.0%
Infinite (n)0
Mean29.44232283
Minimum19
Maximum47
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum19
5-th percentile23
Q126
Median29
Q332
95-th percentile37
Maximum47
Range28
Interquartile range6

Descriptive statistics

Standard deviation4.141927357
Coef of variation0.1406793676
Kurtosis-0.0535958144
Mean29.44232283
MAD3.343905775
Skewness0.2877907512
Sum149567
Variance17.15556223
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%) 
30 469 9.1%
 
29 467 9.1%
 
31 442 8.6%
 
27 439 8.5%
 
28 432 8.4%
 
26 397 7.7%
 
32 392 7.6%
 
25 306 5.9%
 
33 291 5.7%
 
34 268 5.2%
 
Other values (19) 1177 22.9%
 

Minimum 5 values

ValueCountFrequency (%) 
19 6 0.1%
 
20 25 0.5%
 
21 43 0.8%
 
22 100 1.9%
 
23 174 3.4%
 

Maximum 5 values

ValueCountFrequency (%) 
47 1 < 0.1%
 
46 2 < 0.1%
 
45 1 < 0.1%
 
44 5 0.1%
 
43 3 0.1%
 

R_avg_BODY_att
Numeric

Distinct count1077
Unique (%)20.9%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean8.810613429
Minimum0
Maximum51
Zeros (%)3.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.75
Q14
Median7.296703297
Q312
95-th percentile22.5
Maximum51
Range51
Interquartile range8

Descriptive statistics

Standard deviation6.858202504
Coef of variation0.7784023848
Kurtosis2.785771545
Mean8.810613429
MAD5.200149303
Skewness1.413340537
Sum39594.89675
Variance47.03494159
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 156 3.0%
 
1 127 2.5%
 
2 126 2.4%
 
4 103 2.0%
 
3 101 2.0%
 
5 95 1.8%
 
6 81 1.6%
 
10 74 1.4%
 
11 71 1.4%
 
8 70 1.4%
 
Other values (1066) 3490 67.8%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 156 3.0%
 
0.125 1 < 0.1%
 
0.1428571429 2 < 0.1%
 
0.1666666667 1 < 0.1%
 
0.25 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
51 1 < 0.1%
 
48 2 < 0.1%
 
46 1 < 0.1%
 
41.75 1 < 0.1%
 
41.66666667 1 < 0.1%
 

R_avg_BODY_landed
Highly correlated

This variable is highly correlated with R_avg_BODY_att and should be ignored for analysis

Correlation0.9587243065

R_avg_CLINCH_att
Numeric

Distinct count1065
Unique (%)20.7%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean8.173583152
Minimum0
Maximum82
Zeros (%)4.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.1883333333
Q13.4
Median6.545454545
Q311
95-th percentile21
Maximum82
Range82
Interquartile range7.6

Descriptive statistics

Standard deviation7.113069312
Coef of variation0.870251049
Kurtosis10.81435659
Mean8.173583152
MAD5.043358208
Skewness2.342170493
Sum36732.08268
Variance50.59575504
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 221 4.3%
 
1 120 2.3%
 
3 114 2.2%
 
2 114 2.2%
 
6 95 1.8%
 
5 94 1.8%
 
4 92 1.8%
 
8 84 1.6%
 
9 65 1.3%
 
7 64 1.2%
 
Other values (1054) 3431 66.7%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 221 4.3%
 
0.1111111111 1 < 0.1%
 
0.1428571429 2 < 0.1%
 
0.1666666667 1 < 0.1%
 
0.2 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
82 1 < 0.1%
 
72 1 < 0.1%
 
64 1 < 0.1%
 
62 1 < 0.1%
 
59 1 < 0.1%
 

R_avg_CLINCH_landed
Highly correlated

This variable is highly correlated with R_avg_CLINCH_att and should be ignored for analysis

Correlation0.9691507869

R_avg_DISTANCE_att
Numeric

Distinct count2138
Unique (%)41.6%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean53.58209087
Minimum0
Maximum287.5
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4.75
Q124.14285714
Median46
Q374.475
95-th percentile128.25
Maximum287.5
Range287.5
Interquartile range50.33214286

Descriptive statistics

Standard deviation39.55036091
Coef of variation0.7381264947
Kurtosis1.887342898
Mean53.58209087
MAD30.70738297
Skewness1.188023434
Sum240797.9164
Variance1564.231048
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3 37 0.7%
 
4 32 0.6%
 
2 31 0.6%
 
0 29 0.6%
 
1 29 0.6%
 
6 27 0.5%
 
13 24 0.5%
 
9 24 0.5%
 
8 23 0.4%
 
10 23 0.4%
 
Other values (2127) 4215 81.9%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 29 0.6%
 
0.1111111111 1 < 0.1%
 
0.125 1 < 0.1%
 
0.1428571429 1 < 0.1%
 
0.25 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
287.5 1 < 0.1%
 
254 1 < 0.1%
 
244.3333333 1 < 0.1%
 
241 1 < 0.1%
 
228 1 < 0.1%
 

R_avg_DISTANCE_landed
Highly correlated

This variable is highly correlated with R_avg_DISTANCE_att and should be ignored for analysis

Correlation0.9367071306

R_avg_GROUND_att
Numeric

Distinct count1187
Unique (%)23.1%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean9.557207725
Minimum0
Maximum96
Zeros (%)6.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13.333333333
Median7.438888889
Q313
95-th percentile26.80636364
Maximum96
Range96
Interquartile range9.666666667

Descriptive statistics

Standard deviation9.027138291
Coef of variation0.944537207
Kurtosis8.590930125
Mean9.557207725
MAD6.472964786
Skewness2.17114314
Sum42950.09152
Variance81.48922573
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 321 6.2%
 
1 118 2.3%
 
2 108 2.1%
 
4 90 1.7%
 
3 89 1.7%
 
5 69 1.3%
 
9 68 1.3%
 
8 66 1.3%
 
7 63 1.2%
 
6 61 1.2%
 
Other values (1176) 3441 66.9%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 321 6.2%
 
0.1 1 < 0.1%
 
0.1111111111 1 < 0.1%
 
0.1666666667 2 < 0.1%
 
0.2 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 1 < 0.1%
 
85 1 < 0.1%
 
83 1 < 0.1%
 
70 1 < 0.1%
 
68 1 < 0.1%
 

R_avg_GROUND_landed
Highly correlated

This variable is highly correlated with R_avg_GROUND_att and should be ignored for analysis

Correlation0.9668287658

R_avg_HEAD_att
Highly correlated

This variable is highly correlated with R_avg_DISTANCE_att and should be ignored for analysis

Correlation0.9402223121

R_avg_HEAD_landed
Numeric

Distinct count1431
Unique (%)27.8%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean20.26635855
Minimum0
Maximum119
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3.789230769
Q112.16666667
Median18.44722222
Q326.33333333
95-th percentile42.39166667
Maximum119
Range119
Interquartile range14.16666667

Descriptive statistics

Standard deviation12.03505504
Coef of variation0.5938439807
Kurtosis4.06254282
Mean20.26635855
MAD9.072632709
Skewness1.28226462
Sum91077.01533
Variance144.8425497
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
13 57 1.1%
 
16 56 1.1%
 
14 55 1.1%
 
10 55 1.1%
 
19 54 1.0%
 
9 53 1.0%
 
11 52 1.0%
 
12 52 1.0%
 
15 50 1.0%
 
20 47 0.9%
 
Other values (1420) 3963 77.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 40 0.8%
 
0.1666666667 1 < 0.1%
 
0.2 1 < 0.1%
 
0.25 1 < 0.1%
 
0.3333333333 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
119 1 < 0.1%
 
115 1 < 0.1%
 
111 1 < 0.1%
 
93 1 < 0.1%
 
80 1 < 0.1%
 

R_avg_KD
Numeric

Distinct count179
Unique (%)3.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.2577427053
Minimum0
Maximum4
Zeros (%)35.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.1666666667
Q30.4
95-th percentile1
Maximum4
Range4
Interquartile range0.4

Descriptive statistics

Standard deviation0.3297552008
Coef of variation1.279396833
Kurtosis9.877223279
Mean0.2577427053
MAD0.2446014819
Skewness2.250034073
Sum1158.295717
Variance0.1087384925
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1825 35.5%
 
0.5 270 5.2%
 
0.3333333333 267 5.2%
 
1 205 4.0%
 
0.25 199 3.9%
 
0.2 153 3.0%
 
0.1666666667 117 2.3%
 
0.4 99 1.9%
 
0.6666666667 95 1.8%
 
0.1428571429 80 1.6%
 
Other values (168) 1184 23.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1825 35.5%
 
0.03571428571 1 < 0.1%
 
0.03703703704 1 < 0.1%
 
0.03846153846 1 < 0.1%
 
0.04166666667 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4 1 < 0.1%
 
3 2 < 0.1%
 
2.5 1 < 0.1%
 
2 22 0.4%
 
1.666666667 1 < 0.1%
 

R_avg_LEG_att
Numeric

Distinct count1000
Unique (%)19.4%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean6.329333814
Minimum0
Maximum63
Zeros (%)5.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
Median4.785714286
Q38.99
95-th percentile17.34791667
Maximum63
Range63
Interquartile range6.99

Descriptive statistics

Standard deviation5.893865727
Coef of variation0.9311984326
Kurtosis7.479837027
Mean6.329333814
MAD4.381076704
Skewness1.978752684
Sum28444.02616
Variance34.73765321
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 283 5.5%
 
1 199 3.9%
 
2 158 3.1%
 
3 132 2.6%
 
4 126 2.4%
 
5 92 1.8%
 
6 78 1.5%
 
8 72 1.4%
 
7 69 1.3%
 
1.5 57 1.1%
 
Other values (989) 3228 62.8%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 283 5.5%
 
0.09090909091 1 < 0.1%
 
0.1111111111 1 < 0.1%
 
0.125 2 < 0.1%
 
0.1428571429 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
63 1 < 0.1%
 
57 1 < 0.1%
 
49 1 < 0.1%
 
48 1 < 0.1%
 
46.33333333 1 < 0.1%
 

R_avg_LEG_landed
Highly correlated

This variable is highly correlated with R_avg_LEG_att and should be ignored for analysis

Correlation0.9765346893

R_avg_opp_BODY_att
Numeric

Distinct count1031
Unique (%)20.0%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean8.156701468
Minimum0
Maximum75
Zeros (%)3.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.6
Q13.6
Median7
Q311.49456522
95-th percentile19.25
Maximum75
Range75
Interquartile range7.894565217

Descriptive statistics

Standard deviation6.200441195
Coef of variation0.7601652726
Kurtosis5.898363629
Mean8.156701468
MAD4.727886098
Skewness1.572304911
Sum36656.2164
Variance38.44547101
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 172 3.3%
 
1 122 2.4%
 
2 120 2.3%
 
3 116 2.3%
 
5 109 2.1%
 
4 103 2.0%
 
6 95 1.8%
 
7 85 1.7%
 
9 78 1.5%
 
8 65 1.3%
 
Other values (1020) 3429 66.7%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 172 3.3%
 
0.2 1 < 0.1%
 
0.25 4 0.1%
 
0.2857142857 1 < 0.1%
 
0.3333333333 7 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
75 1 < 0.1%
 
51 1 < 0.1%
 
46 1 < 0.1%
 
42 1 < 0.1%
 
41 2 < 0.1%
 

R_avg_opp_BODY_landed
Highly correlated

This variable is highly correlated with R_avg_opp_BODY_att and should be ignored for analysis

Correlation0.9537613004

R_avg_opp_CLINCH_att
Numeric

Distinct count999
Unique (%)19.4%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean7.344597872
Minimum0
Maximum82
Zeros (%)4.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13
Median6
Q39.744318182
95-th percentile18.66666667
Maximum82
Range82
Interquartile range6.744318182

Descriptive statistics

Standard deviation6.551358123
Coef of variation0.8919968441
Kurtosis13.93629477
Mean7.344597872
MAD4.487245032
Skewness2.694556456
Sum33006.62284
Variance42.92029326
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 235 4.6%
 
2 147 2.9%
 
4 127 2.5%
 
1 123 2.4%
 
3 118 2.3%
 
5 94 1.8%
 
6 87 1.7%
 
7 83 1.6%
 
8 81 1.6%
 
9 55 1.1%
 
Other values (988) 3344 65.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 235 4.6%
 
0.1428571429 1 < 0.1%
 
0.2 2 < 0.1%
 
0.25 2 < 0.1%
 
0.3333333333 11 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
82 1 < 0.1%
 
72 1 < 0.1%
 
59 1 < 0.1%
 
53 1 < 0.1%
 
51 4 0.1%
 

R_avg_opp_CLINCH_landed
Highly correlated

This variable is highly correlated with R_avg_opp_CLINCH_att and should be ignored for analysis

Correlation0.9630624911

R_avg_opp_DISTANCE_att
Numeric

Distinct count2122
Unique (%)41.3%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean52.15985312
Minimum0
Maximum440
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4.333333333
Q123.5
Median45
Q373
95-th percentile122.8375
Maximum440
Range440
Interquartile range49.5

Descriptive statistics

Standard deviation38.68350991
Coef of variation0.7416337968
Kurtosis4.384328601
Mean52.15985312
MAD29.87139872
Skewness1.39561712
Sum234406.3799
Variance1496.413939
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1 32 0.6%
 
3 32 0.6%
 
4 31 0.6%
 
2 29 0.6%
 
5 25 0.5%
 
34 25 0.5%
 
12 24 0.5%
 
8 23 0.4%
 
9 23 0.4%
 
41 22 0.4%
 
Other values (2111) 4228 82.2%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22 0.4%
 
0.2 1 < 0.1%
 
0.3333333333 2 < 0.1%
 
0.4 1 < 0.1%
 
0.4285714286 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
440 1 < 0.1%
 
279.6666667 1 < 0.1%
 
271 1 < 0.1%
 
259 1 < 0.1%
 
254.8571429 1 < 0.1%
 

R_avg_opp_DISTANCE_landed
Highly correlated

This variable is highly correlated with R_avg_opp_DISTANCE_att and should be ignored for analysis

Correlation0.9361918644

R_avg_opp_GROUND_att
Numeric

Distinct count1002
Unique (%)19.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean6.611278706
Minimum0
Maximum104
Zeros (%)9.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.75
Median4.75
Q39
95-th percentile19.66666667
Maximum104
Range104
Interquartile range7.25

Descriptive statistics

Standard deviation7.489660594
Coef of variation1.132861119
Kurtosis23.65066418
Mean6.611278706
MAD5.039210634
Skewness3.436081951
Sum29711.08651
Variance56.09501581
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 479 9.3%
 
1 156 3.0%
 
2 131 2.5%
 
3 91 1.8%
 
5 83 1.6%
 
4 72 1.4%
 
6 71 1.4%
 
0.5 61 1.2%
 
1.5 55 1.1%
 
7 52 1.0%
 
Other values (991) 3243 63.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 479 9.3%
 
0.07692307692 1 < 0.1%
 
0.08333333333 1 < 0.1%
 
0.09090909091 1 < 0.1%
 
0.1 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
104 1 < 0.1%
 
90 1 < 0.1%
 
88 1 < 0.1%
 
83 1 < 0.1%
 
73 1 < 0.1%
 

R_avg_opp_GROUND_landed
Highly correlated

This variable is highly correlated with R_avg_opp_GROUND_att and should be ignored for analysis

Correlation0.9632763289

R_avg_opp_HEAD_att
Highly correlated

This variable is highly correlated with R_avg_opp_DISTANCE_att and should be ignored for analysis

Correlation0.9546484869

R_avg_opp_HEAD_landed
Numeric

Distinct count1351
Unique (%)26.3%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean16.85842241
Minimum0
Maximum132
Zeros (%)1.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q19
Median14.83333333
Q322.47764706
95-th percentile37.3125
Maximum132
Range132
Interquartile range13.47764706

Descriptive statistics

Standard deviation11.67092529
Coef of variation0.6922904768
Kurtosis8.541722306
Mean16.85842241
MAD8.514691847
Skewness1.908747758
Sum75761.75033
Variance136.2104972
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 72 1.4%
 
15 62 1.2%
 
13 60 1.2%
 
10 58 1.1%
 
8 52 1.0%
 
7 52 1.0%
 
5 52 1.0%
 
12 52 1.0%
 
1 51 1.0%
 
14 49 1.0%
 
Other values (1340) 3934 76.5%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 72 1.4%
 
0.2 1 < 0.1%
 
0.25 1 < 0.1%
 
0.3333333333 4 0.1%
 
0.4 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
132 1 < 0.1%
 
115 1 < 0.1%
 
113 1 < 0.1%
 
100.6666667 1 < 0.1%
 
97.5 1 < 0.1%
 

R_avg_opp_KD
Numeric

Distinct count115
Unique (%)2.2%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.1540408437
Minimum0
Maximum3
Zeros (%)45.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.25
95-th percentile0.5714285714
Maximum3
Range3
Interquartile range0.25

Descriptive statistics

Standard deviation0.2519686002
Coef of variation1.635725916
Kurtosis20.04893034
Mean0.1540408437
MAD0.1723796599
Skewness3.356183126
Sum692.2595518
Variance0.0634881755
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2348 45.6%
 
0.25 194 3.8%
 
0.5 191 3.7%
 
0.3333333333 191 3.7%
 
0.2 133 2.6%
 
0.1666666667 130 2.5%
 
1 114 2.2%
 
0.1428571429 108 2.1%
 
0.125 87 1.7%
 
0.1111111111 65 1.3%
 
Other values (104) 933 18.1%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2348 45.6%
 
0.03571428571 1 < 0.1%
 
0.03846153846 2 < 0.1%
 
0.04 2 < 0.1%
 
0.04166666667 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3 3 0.1%
 
2 11 0.2%
 
1.666666667 1 < 0.1%
 
1.5 4 0.1%
 
1.333333333 1 < 0.1%
 

R_avg_opp_LEG_att
Numeric

Distinct count900
Unique (%)17.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean5.957743164
Minimum0
Maximum63
Zeros (%)5.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12.430803571
Median4.930952381
Q38
95-th percentile15
Maximum63
Range63
Interquartile range5.569196429

Descriptive statistics

Standard deviation5.151309947
Coef of variation0.8646411578
Kurtosis8.564358498
Mean5.957743164
MAD3.71129503
Skewness2.080214823
Sum26774.09778
Variance26.53599417
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 267 5.2%
 
1 174 3.4%
 
2 161 3.1%
 
4 135 2.6%
 
3 123 2.4%
 
5 118 2.3%
 
7 80 1.6%
 
6 75 1.5%
 
8 70 1.4%
 
3.5 62 1.2%
 
Other values (889) 3229 62.8%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 267 5.2%
 
0.07142857143 1 < 0.1%
 
0.07692307692 1 < 0.1%
 
0.08333333333 1 < 0.1%
 
0.09090909091 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
63 1 < 0.1%
 
44 1 < 0.1%
 
41 1 < 0.1%
 
40 1 < 0.1%
 
36 1 < 0.1%
 

R_avg_opp_LEG_landed
Highly correlated

This variable is highly correlated with R_avg_opp_LEG_att and should be ignored for analysis

Correlation0.9737097913

R_avg_opp_PASS
Numeric

Distinct count368
Unique (%)7.2%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean1.013821742
Minimum0
Maximum17
Zeros (%)19.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.1666666667
Median0.6666666667
Q31.4
95-th percentile3.333333333
Maximum17
Range17
Interquartile range1.233333333

Descriptive statistics

Standard deviation1.297449947
Coef of variation1.279761415
Kurtosis24.20462229
Mean1.013821742
MAD0.8547285266
Skewness3.554761999
Sum4556.114909
Variance1.683376366
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1022 19.9%
 
1 357 6.9%
 
0.5 252 4.9%
 
0.3333333333 165 3.2%
 
2 163 3.2%
 
1.5 117 2.3%
 
0.6666666667 114 2.2%
 
0.25 90 1.7%
 
3 86 1.7%
 
0.2 68 1.3%
 
Other values (357) 2060 40.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1022 19.9%
 
0.07142857143 1 < 0.1%
 
0.07692307692 1 < 0.1%
 
0.08333333333 3 0.1%
 
0.09090909091 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
17 1 < 0.1%
 
16 1 < 0.1%
 
15 2 < 0.1%
 
13 2 < 0.1%
 
11 2 < 0.1%
 

R_avg_opp_REV
Numeric

Distinct count126
Unique (%)2.4%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.1602509345
Minimum0
Maximum3
Zeros (%)49.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.2222222222
95-th percentile0.75
Maximum3
Range3
Interquartile range0.2222222222

Descriptive statistics

Standard deviation0.2954855809
Coef of variation1.843893028
Kurtosis15.85966303
Mean0.1602509345
MAD0.1952196779
Skewness3.322213416
Sum720.1676996
Variance0.08731172852
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2529 49.2%
 
0.3333333333 181 3.5%
 
0.5 168 3.3%
 
1 127 2.5%
 
0.25 124 2.4%
 
0.1666666667 107 2.1%
 
0.2 96 1.9%
 
0.1428571429 96 1.9%
 
0.125 77 1.5%
 
0.1111111111 69 1.3%
 
Other values (115) 920 17.9%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2529 49.2%
 
0.03571428571 1 < 0.1%
 
0.03703703704 1 < 0.1%
 
0.03846153846 1 < 0.1%
 
0.04 4 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3 2 < 0.1%
 
2.5 3 0.1%
 
2 24 0.5%
 
1.666666667 2 < 0.1%
 
1.5 13 0.3%
 

R_avg_opp_SIG_STR_att
Highly correlated

This variable is highly correlated with R_avg_opp_HEAD_att and should be ignored for analysis

Correlation0.9840808684

R_avg_opp_SIG_STR_landed
Highly correlated

This variable is highly correlated with R_avg_opp_SIG_STR_att and should be ignored for analysis

Correlation0.9199270377

R_avg_opp_SIG_STR_pct
Numeric

Distinct count1674
Unique (%)32.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.4133429038
Minimum0
Maximum1
Zeros (%)0.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.25
Q10.344
Median0.4090873016
Q30.4743333333
95-th percentile0.6
Maximum1
Range1
Interquartile range0.1303333333

Descriptive statistics

Standard deviation0.1150730323
Coef of variation0.2783960513
Kurtosis2.686764224
Mean0.4133429038
MAD0.08394139392
Skewness0.2452163736
Sum1857.56301
Variance0.01324180276
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.4 57 1.1%
 
0.42 53 1.0%
 
0.33 51 1.0%
 
0.46 49 1.0%
 
0.41 45 0.9%
 
0.44 44 0.9%
 
0.47 43 0.8%
 
0.45 42 0.8%
 
0.5 40 0.8%
 
0.39 40 0.8%
 
Other values (1663) 4030 78.3%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 37 0.7%
 
0.07 1 < 0.1%
 
0.07 2 < 0.1%
 
0.08 2 < 0.1%
 
0.084 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 8 0.2%
 
0.9 1 < 0.1%
 
0.88 2 < 0.1%
 
0.85 1 < 0.1%
 
0.84 1 < 0.1%
 

R_avg_opp_SUB_ATT
Numeric

Distinct count229
Unique (%)4.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.4491445772
Minimum0
Maximum8
Zeros (%)29.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.2727272727
Q30.6666666667
95-th percentile1.5
Maximum8
Range8
Interquartile range0.6666666667

Descriptive statistics

Standard deviation0.6046055951
Coef of variation1.346126895
Kurtosis15.84232581
Mean0.4491445772
MAD0.4159611845
Skewness2.97148589
Sum2018.45573
Variance0.3655479256
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1504 29.2%
 
1 313 6.1%
 
0.5 295 5.7%
 
0.3333333333 200 3.9%
 
0.25 142 2.8%
 
0.6666666667 103 2.0%
 
0.2 103 2.0%
 
0.1666666667 85 1.7%
 
0.75 77 1.5%
 
0.4 74 1.4%
 
Other values (218) 1598 31.1%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1504 29.2%
 
0.05263157895 1 < 0.1%
 
0.05555555556 2 < 0.1%
 
0.05882352941 2 < 0.1%
 
0.0625 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8 1 < 0.1%
 
6 1 < 0.1%
 
5 4 0.1%
 
4.5 2 < 0.1%
 
4 13 0.3%
 

R_avg_opp_TD_att
Numeric

Distinct count609
Unique (%)11.8%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean2.830868568
Minimum0
Maximum22
Zeros (%)7.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2.4
Q34
95-th percentile7
Maximum22
Range22
Interquartile range3

Descriptive statistics

Standard deviation2.317816676
Coef of variation0.8187652026
Kurtosis4.737528811
Mean2.830868568
MAD1.743780236
Skewness1.575053023
Sum12721.92334
Variance5.372274145
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 371 7.2%
 
1 294 5.7%
 
2 224 4.4%
 
3 173 3.4%
 
4 133 2.6%
 
0.5 129 2.5%
 
1.5 110 2.1%
 
2.5 89 1.7%
 
5 83 1.6%
 
6 79 1.5%
 
Other values (598) 2809 54.6%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 371 7.2%
 
0.1111111111 2 < 0.1%
 
0.125 1 < 0.1%
 
0.1428571429 2 < 0.1%
 
0.1666666667 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
22 1 < 0.1%
 
20 1 < 0.1%
 
19 1 < 0.1%
 
16 1 < 0.1%
 
15.66666667 1 < 0.1%
 

R_avg_opp_TD_landed
Numeric

Distinct count349
Unique (%)6.8%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean1.023005016
Minimum0
Maximum11
Zeros (%)15.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.3333333333
Median0.8
Q31.5
95-th percentile3
Maximum11
Range11
Interquartile range1.166666667

Descriptive statistics

Standard deviation1.032374263
Coef of variation1.009158554
Kurtosis8.214413461
Mean1.023005016
MAD0.7425184161
Skewness2.121308221
Sum4597.384544
Variance1.06579662
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 809 15.7%
 
1 452 8.8%
 
0.5 274 5.3%
 
2 205 4.0%
 
0.3333333333 143 2.8%
 
0.6666666667 142 2.8%
 
1.5 118 2.3%
 
3 81 1.6%
 
0.25 79 1.5%
 
1.333333333 75 1.5%
 
Other values (338) 2116 41.1%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 809 15.7%
 
0.06666666667 1 < 0.1%
 
0.07142857143 1 < 0.1%
 
0.07692307692 3 0.1%
 
0.08333333333 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11 1 < 0.1%
 
10 1 < 0.1%
 
9 1 < 0.1%
 
7 7 0.1%
 
6 12 0.2%
 

R_avg_opp_TD_pct
Numeric

Distinct count1504
Unique (%)29.2%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.2578867682
Minimum0
Maximum1
Zeros (%)15.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.09
Median0.2246428571
Q30.3696875
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range0.2796875

Descriptive statistics

Standard deviation0.221384663
Coef of variation0.8584568511
Kurtosis1.40418702
Mean0.2578867682
MAD0.1706391661
Skewness1.108768996
Sum1158.943136
Variance0.049011169
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 809 15.7%
 
0.5 208 4.0%
 
0.25 131 2.5%
 
1 98 1.9%
 
0.3333333333 69 1.3%
 
0.2 67 1.3%
 
0.33 55 1.1%
 
0.125 46 0.9%
 
0.1666666667 43 0.8%
 
0.1 33 0.6%
 
Other values (1493) 2935 57.1%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 809 15.7%
 
0.008 1 < 0.1%
 
0.008571428571 1 < 0.1%
 
0.01263157895 1 < 0.1%
 
0.01333333333 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 98 1.9%
 
0.9166666667 1 < 0.1%
 
0.9 2 < 0.1%
 
0.8866666667 1 < 0.1%
 
0.885 1 < 0.1%
 

R_avg_opp_TOTAL_STR_att
Highly correlated

This variable is highly correlated with R_avg_opp_SIG_STR_att and should be ignored for analysis

Correlation0.923235382

R_avg_opp_TOTAL_STR_landed
Numeric

Distinct count1826
Unique (%)35.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean45.02975408
Minimum0
Maximum202
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile9.720833333
Q129.33333333
Median42.75
Q357.3125
95-th percentile88
Maximum202
Range202
Interquartile range27.97916667

Descriptive statistics

Standard deviation24.71149597
Coef of variation0.5487814997
Kurtosis3.641936896
Mean45.02975408
MAD18.19190633
Skewness1.219375942
Sum202363.7148
Variance610.6580333
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
44 33 0.6%
 
10 29 0.6%
 
35 29 0.6%
 
43 28 0.5%
 
33 27 0.5%
 
4 25 0.5%
 
59 25 0.5%
 
42 25 0.5%
 
0 25 0.5%
 
12 25 0.5%
 
Other values (1815) 4223 82.1%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 25 0.5%
 
0.5 2 < 0.1%
 
1 24 0.5%
 
1.333333333 1 < 0.1%
 
2 19 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
202 1 < 0.1%
 
200 1 < 0.1%
 
188 1 < 0.1%
 
185 2 < 0.1%
 
184 1 < 0.1%
 

R_avg_PASS
Numeric

Distinct count436
Unique (%)8.5%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean1.413585115
Minimum0
Maximum14
Zeros (%)15.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.3333333333
Median1
Q32
95-th percentile4
Maximum14
Range14
Interquartile range1.666666667

Descriptive statistics

Standard deviation1.4571342
Coef of variation1.030807543
Kurtosis6.206617829
Mean1.413585115
MAD1.083562084
Skewness1.907800184
Sum6352.651506
Variance2.123240075
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 807 15.7%
 
1 393 7.6%
 
0.5 201 3.9%
 
2 196 3.8%
 
1.5 128 2.5%
 
3 116 2.3%
 
1.333333333 95 1.8%
 
0.6666666667 83 1.6%
 
0.3333333333 82 1.6%
 
2.5 81 1.6%
 
Other values (425) 2312 44.9%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 807 15.7%
 
0.07692307692 4 0.1%
 
0.08333333333 3 0.1%
 
0.09090909091 5 0.1%
 
0.1 10 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
14 1 < 0.1%
 
13 1 < 0.1%
 
11 2 < 0.1%
 
10 2 < 0.1%
 
9.666666667 1 < 0.1%
 

R_avg_REV
Numeric

Distinct count121
Unique (%)2.4%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.1532629682
Minimum0
Maximum3
Zeros (%)49.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.2133458647
95-th percentile0.6666666667
Maximum3
Range3
Interquartile range0.2133458647

Descriptive statistics

Standard deviation0.2807282205
Coef of variation1.831676783
Kurtosis18.01266326
Mean0.1532629682
MAD0.1869006565
Skewness3.394329602
Sum688.763779
Variance0.07880833376
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 2554 49.7%
 
0.5 185 3.6%
 
0.3333333333 163 3.2%
 
0.25 157 3.1%
 
1 123 2.4%
 
0.2 111 2.2%
 
0.1666666667 98 1.9%
 
0.1428571429 76 1.5%
 
0.125 71 1.4%
 
0.1111111111 58 1.1%
 
Other values (110) 898 17.5%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2554 49.7%
 
0.03571428571 1 < 0.1%
 
0.03703703704 1 < 0.1%
 
0.03846153846 2 < 0.1%
 
0.04 7 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3 4 0.1%
 
2 15 0.3%
 
1.666666667 1 < 0.1%
 
1.5 14 0.3%
 
1.444444444 1 < 0.1%
 

R_avg_SIG_STR_att
Highly correlated

This variable is highly correlated with R_avg_HEAD_att and should be ignored for analysis

Correlation0.9780482939

R_avg_SIG_STR_landed
Highly correlated

This variable is highly correlated with R_avg_SIG_STR_att and should be ignored for analysis

Correlation0.9126735365

R_avg_SIG_STR_pct
Numeric

Distinct count1705
Unique (%)33.1%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.4637725811
Minimum0
Maximum1
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.29
Q10.3933333333
Median0.457
Q30.53
95-th percentile0.67
Maximum1
Range1
Interquartile range0.1366666667

Descriptive statistics

Standard deviation0.1218657765
Coef of variation0.2627705506
Kurtosis2.171096705
Mean0.4637725811
MAD0.08999350733
Skewness0.1761266937
Sum2084.193979
Variance0.01485126747
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.42 59 1.1%
 
0.5 53 1.0%
 
0.45 50 1.0%
 
0.47 49 1.0%
 
0.46 48 0.9%
 
0.41 47 0.9%
 
0.48 44 0.9%
 
0.4 42 0.8%
 
0.37 39 0.8%
 
0.38 38 0.7%
 
Other values (1694) 4025 78.2%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 28 0.5%
 
0.03 1 < 0.1%
 
0.055 1 < 0.1%
 
0.08 2 < 0.1%
 
0.08285714286 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 10 0.2%
 
0.92 1 < 0.1%
 
0.9 3 0.1%
 
0.8766666667 1 < 0.1%
 
0.86 1 < 0.1%
 

R_avg_SUB_ATT
Numeric

Distinct count257
Unique (%)5.0%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.5430830427
Minimum0
Maximum9
Zeros (%)27.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.375
Q30.8451417004
95-th percentile1.759722222
Maximum9
Range9
Interquartile range0.8451417004

Descriptive statistics

Standard deviation0.6528647207
Coef of variation1.202145288
Kurtosis13.18535366
Mean0.5430830427
MAD0.4761100096
Skewness2.476239778
Sum2440.615194
Variance0.4262323435
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 1429 27.8%
 
1 390 7.6%
 
0.5 306 5.9%
 
0.3333333333 165 3.2%
 
0.6666666667 135 2.6%
 
0.25 116 2.3%
 
2 109 2.1%
 
0.2 81 1.6%
 
0.75 74 1.4%
 
0.4 72 1.4%
 
Other values (246) 1617 31.4%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1429 27.8%
 
0.05 1 < 0.1%
 
0.05263157895 2 < 0.1%
 
0.05555555556 3 0.1%
 
0.05882352941 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9 1 < 0.1%
 
6 1 < 0.1%
 
5.5 1 < 0.1%
 
5 5 0.1%
 
4.333333333 1 < 0.1%
 

R_avg_TD_att
Numeric

Distinct count688
Unique (%)13.4%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean3.026805755
Minimum0
Maximum30
Zeros (%)8.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2.333333333
Q34.333333333
95-th percentile8
Maximum30
Range30
Interquartile range3.333333333

Descriptive statistics

Standard deviation2.796736768
Coef of variation0.9239895107
Kurtosis6.795166241
Mean3.026805755
MAD2.114740311
Skewness1.830887484
Sum13602.46506
Variance7.821736552
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 419 8.1%
 
1 309 6.0%
 
2 212 4.1%
 
3 164 3.2%
 
4 127 2.5%
 
0.5 121 2.4%
 
1.5 96 1.9%
 
5 86 1.7%
 
2.5 75 1.5%
 
6 67 1.3%
 
Other values (677) 2818 54.8%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 419 8.1%
 
0.09090909091 2 < 0.1%
 
0.1 1 < 0.1%
 
0.1111111111 4 0.1%
 
0.125 5 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
30 1 < 0.1%
 
25 1 < 0.1%
 
23 1 < 0.1%
 
22.5 1 < 0.1%
 
22 1 < 0.1%
 

R_avg_TD_landed
Numeric

Distinct count443
Unique (%)8.6%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean1.304723987
Minimum0
Maximum11
Zeros (%)13.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.375
Median1
Q32
95-th percentile3.666666667
Maximum11
Range11
Interquartile range1.625

Descriptive statistics

Standard deviation1.240268609
Coef of variation0.9505984569
Kurtosis4.410727944
Mean1.304723987
MAD0.9468285164
Skewness1.607994549
Sum5863.429598
Variance1.538266222
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 703 13.7%
 
1 441 8.6%
 
2 234 4.5%
 
0.5 225 4.4%
 
1.5 125 2.4%
 
0.3333333333 124 2.4%
 
3 119 2.3%
 
0.6666666667 96 1.9%
 
0.25 70 1.4%
 
1.333333333 69 1.3%
 
Other values (432) 2288 44.5%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 703 13.7%
 
0.06666666667 1 < 0.1%
 
0.07692307692 2 < 0.1%
 
0.08333333333 4 0.1%
 
0.09090909091 4 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11 2 < 0.1%
 
9 2 < 0.1%
 
8.5 1 < 0.1%
 
8 3 0.1%
 
7 8 0.2%
 

R_avg_TD_pct
Numeric

Distinct count1548
Unique (%)30.1%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean0.3336233538
Minimum0
Maximum1
Zeros (%)13.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.165
Median0.3221111111
Q30.49
95-th percentile0.78175
Maximum1
Range1
Interquartile range0.325

Descriptive statistics

Standard deviation0.2412644787
Coef of variation0.7231642388
Kurtosis0.233954178
Mean0.3336233538
MAD0.1899443479
Skewness0.6252208937
Sum1499.303352
Variance0.05820854867
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 703 13.7%
 
0.5 216 4.2%
 
0.25 146 2.8%
 
1 138 2.7%
 
0.3333333333 84 1.6%
 
0.2 64 1.2%
 
0.1666666667 54 1.0%
 
0.125 45 0.9%
 
0.4 45 0.9%
 
0.33 42 0.8%
 
Other values (1537) 2957 57.5%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 703 13.7%
 
0.035 2 < 0.1%
 
0.03666666667 2 < 0.1%
 
0.03888888889 1 < 0.1%
 
0.04 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1 138 2.7%
 
0.95 1 < 0.1%
 
0.94 1 < 0.1%
 
0.915 2 < 0.1%
 
0.8866666667 4 0.1%
 

R_avg_TOTAL_STR_att
Highly correlated

This variable is highly correlated with R_avg_SIG_STR_att and should be ignored for analysis

Correlation0.9099873668

R_avg_TOTAL_STR_landed
Numeric

Distinct count1923
Unique (%)37.4%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean51.52384339
Minimum0
Maximum202.5
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile12
Q133.60625
Median48.52272727
Q365.4
95-th percentile102
Maximum202.5
Range202.5
Interquartile range31.79375

Descriptive statistics

Standard deviation26.82667756
Coef of variation0.5206653035
Kurtosis1.508023666
Mean51.52384339
MAD20.45711835
Skewness0.8547931245
Sum231548.1522
Variance719.6706287
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
41 36 0.7%
 
33 31 0.6%
 
36 29 0.6%
 
55 28 0.5%
 
49 28 0.5%
 
22 27 0.5%
 
51 26 0.5%
 
32 26 0.5%
 
27 24 0.5%
 
43 23 0.4%
 
Other values (1912) 4216 82.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 12 0.2%
 
0.5 1 < 0.1%
 
1 11 0.2%
 
1.25 1 < 0.1%
 
1.5 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
202.5 1 < 0.1%
 
201 1 < 0.1%
 
183 1 < 0.1%
 
180.5 1 < 0.1%
 
180 1 < 0.1%
 

R_current_lose_streak
Numeric

Distinct count8
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.550933126
Minimum0
Maximum7
Zeros (%)60.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile2
Maximum7
Range7
Interquartile range1

Descriptive statistics

Standard deviation0.8160188376
Coef of variation1.481157693
Kurtosis4.166733822
Mean0.550933126
MAD0.6674601946
Skewness1.771090253
Sum2834
Variance0.6658867433
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 7. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3116 60.6%
 
1 1423 27.7%
 
2 455 8.8%
 
3 112 2.2%
 
4 29 0.6%
 
5 6 0.1%
 
6 2 < 0.1%
 
7 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3116 60.6%
 
1 1423 27.7%
 
2 455 8.8%
 
3 112 2.2%
 
4 29 0.6%
 

Maximum 5 values

ValueCountFrequency (%) 
7 1 < 0.1%
 
6 2 < 0.1%
 
5 6 0.1%
 
4 29 0.6%
 
3 112 2.2%
 

R_current_win_streak
Numeric

Distinct count17
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.000388802
Minimum0
Maximum16
Zeros (%)52.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile4
Maximum16
Range16
Interquartile range1

Descriptive statistics

Standard deviation1.579446984
Coef of variation1.57883313
Kurtosis13.06509292
Mean1.000388802
MAD1.041807
Skewness2.915767994
Sum5146
Variance2.494652775
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=17)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 11.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2678 52.1%
 
1 1251 24.3%
 
2 600 11.7%
 
3 277 5.4%
 
4 147 2.9%
 
5 80 1.6%
 
6 42 0.8%
 
7 22 0.4%
 
8 14 0.3%
 
9 10 0.2%
 
Other values (7) 23 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2678 52.1%
 
1 1251 24.3%
 
2 600 11.7%
 
3 277 5.4%
 
4 147 2.9%
 

Maximum 5 values

ValueCountFrequency (%) 
16 1 < 0.1%
 
15 1 < 0.1%
 
14 1 < 0.1%
 
13 3 0.1%
 
12 4 0.1%
 

R_draw
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

R_fighter
Categorical

Distinct count1334
Unique (%)25.9%
Missing (%)0.0%
Missing (n)0
Jim Miller
 
23
Donald Cerrone
 
22
Demian Maia
 
21
Other values (1331)
5078
ValueCountFrequency (%) 
Jim Miller 23 0.4%
 
Donald Cerrone 22 0.4%
 
Demian Maia 21 0.4%
 
Michael Bisping 21 0.4%
 
Diego Sanchez 21 0.4%
 
Anderson Silva 20 0.4%
 
Matt Hughes 20 0.4%
 
Lyoto Machida 19 0.4%
 
Georges St-Pierre 19 0.4%
 
Frank Mir 19 0.4%
 
Other values (1324) 4939 96.0%
 
Max length25
Mean length12.88374806
Min length7
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

R_Height_cms
Numeric

Distinct count24
Unique (%)0.5%
Missing (%)0.1%
Missing (n)4
Infinite (%)0.0%
Infinite (n)0
Mean179.2740895
Minimum152.4
Maximum210.82
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum152.4
5-th percentile165.1
Q1172.72
Median180.34
Q3185.42
95-th percentile193.04
Maximum210.82
Range58.42
Interquartile range12.7

Descriptive statistics

Standard deviation8.638977791
Coef of variation0.04818865802
Kurtosis0.05138414932
Mean179.2740895
MAD7.047821631
Skewness-0.09691256661
Sum921468.82
Variance74.63193727
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%) 
185.42 630 12.2%
 
182.88 623 12.1%
 
175.26 507 9.9%
 
177.8 506 9.8%
 
180.34 489 9.5%
 
187.96 405 7.9%
 
172.72 388 7.5%
 
167.64 353 6.9%
 
190.5 326 6.3%
 
170.18 304 5.9%
 
Other values (13) 609 11.8%
 

Minimum 5 values

ValueCountFrequency (%) 
152.4 2 < 0.1%
 
154.94 25 0.5%
 
157.48 7 0.1%
 
160.02 63 1.2%
 
162.56 114 2.2%
 

Maximum 5 values

ValueCountFrequency (%) 
210.82 15 0.3%
 
208.28 3 0.1%
 
203.2 15 0.3%
 
200.66 6 0.1%
 
198.12 29 0.6%
 

R_longest_win_streak
Numeric

Distinct count17
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.254082426
Minimum0
Maximum16
Zeros (%)20.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2
Q33
95-th percentile6
Maximum16
Range16
Interquartile range2

Descriptive statistics

Standard deviation2.062173525
Coef of variation0.9148616312
Kurtosis3.377873038
Mean2.254082426
MAD1.59782449
Skewness1.393830624
Sum11595
Variance4.252559648
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=17)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 7.5 8.5 9.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 1164 22.6%
 
0 1065 20.7%
 
2 981 19.1%
 
3 766 14.9%
 
4 513 10.0%
 
5 272 5.3%
 
6 156 3.0%
 
7 130 2.5%
 
8 50 1.0%
 
9 19 0.4%
 
Other values (7) 28 0.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1065 20.7%
 
1 1164 22.6%
 
2 981 19.1%
 
3 766 14.9%
 
4 513 10.0%
 

Maximum 5 values

ValueCountFrequency (%) 
16 4 0.1%
 
15 1 < 0.1%
 
14 1 < 0.1%
 
13 5 0.1%
 
12 4 0.1%
 

R_losses
Numeric

Distinct count15
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.951399689
Minimum0
Maximum14
Zeros (%)28.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q33
95-th percentile6
Maximum14
Range14
Interquartile range3

Descriptive statistics

Standard deviation2.11821769
Coef of variation1.085486332
Kurtosis3.25954856
Mean1.951399689
MAD1.579640415
Skewness1.624273114
Sum10038
Variance4.486846184
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 8.5 9.5 14. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1456 28.3%
 
1 1284 25.0%
 
2 888 17.3%
 
3 584 11.4%
 
4 335 6.5%
 
5 233 4.5%
 
6 142 2.8%
 
7 75 1.5%
 
8 66 1.3%
 
9 41 0.8%
 
Other values (5) 40 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1456 28.3%
 
1 1284 25.0%
 
2 888 17.3%
 
3 584 11.4%
 
4 335 6.5%
 

Maximum 5 values

ValueCountFrequency (%) 
14 2 < 0.1%
 
13 5 0.1%
 
12 7 0.1%
 
11 10 0.2%
 
10 16 0.3%
 

R_Reach_cms
Numeric

Distinct count25
Unique (%)0.5%
Missing (%)6.1%
Missing (n)316
Infinite (%)0.0%
Infinite (n)0
Mean183.6644118
Minimum152.4
Maximum213.36
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum152.4
5-th percentile165.1
Q1177.8
Median182.88
Q3190.5
95-th percentile200.66
Maximum213.36
Range60.96
Interquartile range12.7

Descriptive statistics

Standard deviation10.30437462
Coef of variation0.05610436185
Kurtosis-0.04118314498
Mean183.6644118
MAD8.257599542
Skewness-0.07364338671
Sum886731.78
Variance106.1801362
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%) 
177.8 499 9.7%
 
187.96 489 9.5%
 
185.42 453 8.8%
 
190.5 430 8.4%
 
180.34 424 8.2%
 
182.88 423 8.2%
 
193.04 371 7.2%
 
172.72 278 5.4%
 
195.58 254 4.9%
 
175.26 205 4.0%
 
Other values (14) 1002 19.5%
 
(Missing) 316 6.1%
 

Minimum 5 values

ValueCountFrequency (%) 
152.4 9 0.2%
 
157.48 15 0.3%
 
160.02 54 1.0%
 
162.56 72 1.4%
 
165.1 129 2.5%
 

Maximum 5 values

ValueCountFrequency (%) 
213.36 32 0.6%
 
210.82 6 0.1%
 
208.28 18 0.3%
 
205.74 22 0.4%
 
203.2 90 1.7%
 

R_Stance
Categorical

Distinct count6
Unique (%)0.1%
Missing (%)2.6%
Missing (n)134
Orthodox
3807
Southpaw
1036
Switch
 
150
Other values (2)
 
17
(Missing)
 
134
ValueCountFrequency (%) 
Orthodox 3807 74.0%
 
Southpaw 1036 20.1%
 
Switch 150 2.9%
 
Open Stance 15 0.3%
 
Sideways 2 < 0.1%
 
(Missing) 134 2.6%
 
Max length11
Mean length7.820178849
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

R_total_rounds_fought
Numeric

Distinct count79
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.85342146
Minimum0
Maximum80
Zeros (%)12.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13
Median9
Q319
95-th percentile41
Maximum80
Range80
Interquartile range16

Descriptive statistics

Standard deviation13.36935096
Coef of variation1.040139468
Kurtosis2.691781092
Mean12.85342146
MAD10.25291315
Skewness1.569306585
Sum66118
Variance178.739545
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 2.5 3.5 6.5 ... 31.5 36.5 45.5 56.5 80. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 650 12.6%
 
3 412 8.0%
 
6 267 5.2%
 
1 253 4.9%
 
4 227 4.4%
 
5 204 4.0%
 
2 194 3.8%
 
7 191 3.7%
 
9 190 3.7%
 
10 159 3.1%
 
Other values (69) 2397 46.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 650 12.6%
 
1 253 4.9%
 
2 194 3.8%
 
3 412 8.0%
 
4 227 4.4%
 

Maximum 5 values

ValueCountFrequency (%) 
80 1 < 0.1%
 
79 1 < 0.1%
 
78 2 < 0.1%
 
77 1 < 0.1%
 
76 1 < 0.1%
 

R_total_time_fought(seconds)
Numeric

Distinct count3200
Unique (%)62.2%
Missing (%)12.6%
Missing (n)650
Infinite (%)0.0%
Infinite (n)0
Mean603.7826448
Minimum7
Maximum1500
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7
5-th percentile167
Q1470.625
Median620.3333333
Q3762.3
95-th percentile900
Maximum1500
Range1493
Interquartile range291.675

Descriptive statistics

Standard deviation227.7776343
Coef of variation0.377251046
Kurtosis0.1546295902
Mean603.7826448
MAD180.0419001
Skewness-0.2699954274
Sum2713399.206
Variance51882.65069
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
900 474 9.2%
 
600 9 0.2%
 
1500 8 0.2%
 
495 7 0.1%
 
114 7 0.1%
 
598.5 6 0.1%
 
81 6 0.1%
 
686 5 0.1%
 
699 5 0.1%
 
77 5 0.1%
 
Other values (3189) 3962 77.0%
 
(Missing) 650 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
7 1 < 0.1%
 
8 2 < 0.1%
 
13 1 < 0.1%
 
15 1 < 0.1%
 
16 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1500 8 0.2%
 
1340 1 < 0.1%
 
1260 1 < 0.1%
 
1259.857143 1 < 0.1%
 
1242.857143 1 < 0.1%
 

R_total_title_bouts
Numeric

Distinct count16
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5970062208
Minimum0
Maximum16
Zeros (%)73.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum16
Range16
Interquartile range1

Descriptive statistics

Standard deviation1.576711339
Coef of variation2.641029999
Kurtosis26.12020212
Mean0.5970062208
MAD0.8755472259
Skewness4.581092308
Sum3071
Variance2.486018646
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=16)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 3.5 5.5 9.5 13.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3772 73.3%
 
1 866 16.8%
 
2 155 3.0%
 
3 115 2.2%
 
4 66 1.3%
 
5 60 1.2%
 
6 22 0.4%
 
7 19 0.4%
 
11 15 0.3%
 
9 14 0.3%
 
Other values (6) 40 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3772 73.3%
 
1 866 16.8%
 
2 155 3.0%
 
3 115 2.2%
 
4 66 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
16 3 0.1%
 
14 1 < 0.1%
 
13 6 0.1%
 
12 9 0.2%
 
11 15 0.3%
 

R_Weight_lbs
Numeric

Distinct count59
Unique (%)1.1%
Missing (%)0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean172.0758607
Minimum115
Maximum345
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum115
5-th percentile125
Q1145
Median170
Q3185
95-th percentile250
Maximum345
Range230
Interquartile range40

Descriptive statistics

Standard deviation35.16407461
Coef of variation0.2043521645
Kurtosis0.828507353
Mean172.0758607
MAD26.74521221
Skewness0.9548348799
Sum884642
Variance1236.512143
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
170 1034 20.1%
 
155 891 17.3%
 
185 744 14.5%
 
205 507 9.9%
 
145 493 9.6%
 
135 487 9.5%
 
125 268 5.2%
 
115 129 2.5%
 
265 105 2.0%
 
240 77 1.5%
 
Other values (48) 406 7.9%
 

Minimum 5 values

ValueCountFrequency (%) 
115 129 2.5%
 
125 268 5.2%
 
135 487 9.5%
 
145 493 9.6%
 
155 891 17.3%
 

Maximum 5 values

ValueCountFrequency (%) 
345 2 < 0.1%
 
323 2 < 0.1%
 
300 4 0.1%
 
295 1 < 0.1%
 
290 1 < 0.1%
 

R_win_by_Decision_Majority
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
5004
1
 
138
2
 
2
ValueCountFrequency (%) 
0 5004 97.3%
 
1 138 2.7%
 
2 2 < 0.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

R_win_by_Decision_Split
Numeric

Distinct count6
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2809097978
Minimum0
Maximum5
Zeros (%)78.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.5999360492
Coef of variation2.135689299
Kurtosis6.908751265
Mean0.2809097978
MAD0.4391673006
Skewness2.479963937
Sum1445
Variance0.3599232631
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4021 78.2%
 
1 879 17.1%
 
2 171 3.3%
 
3 69 1.3%
 
4 3 0.1%
 
5 1 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4021 78.2%
 
1 879 17.1%
 
2 171 3.3%
 
3 69 1.3%
 
4 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
4 3 0.1%
 
3 69 1.3%
 
2 171 3.3%
 
1 879 17.1%
 

R_win_by_Decision_Unanimous
Numeric

Distinct count11
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.177293935
Minimum0
Maximum10
Zeros (%)47.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile5
Maximum10
Range10
Interquartile range2

Descriptive statistics

Standard deviation1.600135368
Coef of variation1.35916386
Kurtosis3.494313201
Mean1.177293935
MAD1.195576722
Skewness1.787188867
Sum6056
Variance2.560433197
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 8.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2424 47.1%
 
1 1248 24.3%
 
2 606 11.8%
 
3 381 7.4%
 
4 213 4.1%
 
5 136 2.6%
 
6 77 1.5%
 
7 27 0.5%
 
8 22 0.4%
 
9 6 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2424 47.1%
 
1 1248 24.3%
 
2 606 11.8%
 
3 381 7.4%
 
4 213 4.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10 4 0.1%
 
9 6 0.1%
 
8 22 0.4%
 
7 27 0.5%
 
6 77 1.5%
 

R_win_by_KO/TKO
Numeric

Distinct count12
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.254860031
Minimum0
Maximum11
Zeros (%)48.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q32
95-th percentile5
Maximum11
Range11
Interquartile range2

Descriptive statistics

Standard deviation1.801056061
Coef of variation1.435264505
Kurtosis4.41881238
Mean1.254860031
MAD1.32301233
Skewness1.983959265
Sum6455
Variance3.243802936
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 4.5 5.5 6.5 7.5 9.5 11. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2470 48.0%
 
1 1190 23.1%
 
2 584 11.4%
 
3 301 5.9%
 
4 237 4.6%
 
5 163 3.2%
 
6 88 1.7%
 
7 46 0.9%
 
8 27 0.5%
 
9 23 0.4%
 
Other values (2) 15 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2470 48.0%
 
1 1190 23.1%
 
2 584 11.4%
 
3 301 5.9%
 
4 237 4.6%
 

Maximum 5 values

ValueCountFrequency (%) 
11 8 0.2%
 
10 7 0.1%
 
9 23 0.4%
 
8 27 0.5%
 
7 46 0.9%
 

R_win_by_Submission
Numeric

Distinct count13
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.7776049767
Minimum0
Maximum13
Zeros (%)60.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum13
Range13
Interquartile range1

Descriptive statistics

Standard deviation1.326056206
Coef of variation1.705308281
Kurtosis9.341964909
Mean0.7776049767
MAD0.9472147714
Skewness2.592365287
Sum4000
Variance1.758425062
Memory size40.3 KiB
Histogram
Histogram with fixed size bins (bins=13)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 9.5 13. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3133 60.9%
 
1 1013 19.7%
 
2 523 10.2%
 
3 237 4.6%
 
4 113 2.2%
 
5 52 1.0%
 
7 28 0.5%
 
6 28 0.5%
 
8 7 0.1%
 
9 7 0.1%
 
Other values (3) 3 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3133 60.9%
 
1 1013 19.7%
 
2 523 10.2%
 
3 237 4.6%
 
4 113 2.2%
 

Maximum 5 values

ValueCountFrequency (%) 
13 1 < 0.1%
 
12 1 < 0.1%
 
10 1 < 0.1%
 
9 7 0.1%
 
8 7 0.1%
 

R_win_by_TKO_Doctor_Stoppage
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
4805
1
 
311
2
 
28
ValueCountFrequency (%) 
0 4805 93.4%
 
1 311 6.0%
 
2 28 0.5%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

R_wins
Highly correlated

This variable is highly correlated with R_total_rounds_fought and should be ignored for analysis

Correlation0.9296513033

Referee
Categorical

Distinct count191
Unique (%)3.7%
Missing (%)0.4%
Missing (n)23
Herb Dean
726
John McCarthy
 
634
Mario Yamasaki
 
391
Other values (187)
3370
ValueCountFrequency (%) 
Herb Dean 726 14.1%
 
John McCarthy 634 12.3%
 
Mario Yamasaki 391 7.6%
 
Dan Miragliotta 347 6.7%
 
Marc Goddard 276 5.4%
 
Yves Lavigne 259 5.0%
 
Steve Mazzagatti 201 3.9%
 
Leon Roberts 179 3.5%
 
Keith Peterson 139 2.7%
 
Josh Rosenthal 119 2.3%
 
Other values (180) 1850 36.0%
 
Max length20
Mean length12.47064541
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

title_bout
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
False
4809
True
 
335
ValueCountFrequency (%) 
False 4809 93.5%
 
True 335 6.5%
 

weight_class
Categorical

Distinct count14
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Lightweight
989
Welterweight
969
Middleweight
725
Other values (11)
2461
ValueCountFrequency (%) 
Lightweight 989 19.2%
 
Welterweight 969 18.8%
 
Middleweight 725 14.1%
 
Heavyweight 507 9.9%
 
Light Heavyweight 502 9.8%
 
Featherweight 442 8.6%
 
Bantamweight 379 7.4%
 
Flyweight 187 3.6%
 
Women's Strawweight 143 2.8%
 
Women's Bantamweight 111 2.2%
 
Other values (4) 190 3.7%
 
Max length21
Mean length12.58942457
Min length9
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Winner
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Red
3470
Blue
1591
Draw
 
83
ValueCountFrequency (%) 
Red 3470 67.5%
 
Blue 1591 30.9%
 
Draw 83 1.6%
 
Max length4
Mean length3.325427683
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Correlations

Missing values

Sample

First rows

B_ageB_avg_BODY_attB_avg_BODY_landedB_avg_CLINCH_attB_avg_CLINCH_landedB_avg_DISTANCE_attB_avg_DISTANCE_landedB_avg_GROUND_attB_avg_GROUND_landedB_avg_HEAD_attB_avg_HEAD_landedB_avg_KDB_avg_LEG_attB_avg_LEG_landedB_avg_opp_BODY_attB_avg_opp_BODY_landedB_avg_opp_CLINCH_attB_avg_opp_CLINCH_landedB_avg_opp_DISTANCE_attB_avg_opp_DISTANCE_landedB_avg_opp_GROUND_attB_avg_opp_GROUND_landedB_avg_opp_HEAD_attB_avg_opp_HEAD_landedB_avg_opp_KDB_avg_opp_LEG_attB_avg_opp_LEG_landedB_avg_opp_PASSB_avg_opp_REVB_avg_opp_SIG_STR_attB_avg_opp_SIG_STR_landedB_avg_opp_SIG_STR_pctB_avg_opp_SUB_ATTB_avg_opp_TD_attB_avg_opp_TD_landedB_avg_opp_TD_pctB_avg_opp_TOTAL_STR_attB_avg_opp_TOTAL_STR_landedB_avg_PASSB_avg_REVB_avg_SIG_STR_attB_avg_SIG_STR_landedB_avg_SIG_STR_pctB_avg_SUB_ATTB_avg_TD_attB_avg_TD_landedB_avg_TD_pctB_avg_TOTAL_STR_attB_avg_TOTAL_STR_landedB_current_lose_streakB_current_win_streakB_drawB_fighterB_Height_cmsB_longest_win_streakB_lossesB_Reach_cmsB_StanceB_total_rounds_foughtB_total_time_fought(seconds)B_total_title_boutsB_Weight_lbsB_win_by_Decision_MajorityB_win_by_Decision_SplitB_win_by_Decision_UnanimousB_win_by_KO/TKOB_win_by_SubmissionB_win_by_TKO_Doctor_StoppageB_winsdatelocationno_of_roundsR_ageR_avg_BODY_attR_avg_BODY_landedR_avg_CLINCH_attR_avg_CLINCH_landedR_avg_DISTANCE_attR_avg_DISTANCE_landedR_avg_GROUND_attR_avg_GROUND_landedR_avg_HEAD_attR_avg_HEAD_landedR_avg_KDR_avg_LEG_attR_avg_LEG_landedR_avg_opp_BODY_attR_avg_opp_BODY_landedR_avg_opp_CLINCH_attR_avg_opp_CLINCH_landedR_avg_opp_DISTANCE_attR_avg_opp_DISTANCE_landedR_avg_opp_GROUND_attR_avg_opp_GROUND_landedR_avg_opp_HEAD_attR_avg_opp_HEAD_landedR_avg_opp_KDR_avg_opp_LEG_attR_avg_opp_LEG_landedR_avg_opp_PASSR_avg_opp_REVR_avg_opp_SIG_STR_attR_avg_opp_SIG_STR_landedR_avg_opp_SIG_STR_pctR_avg_opp_SUB_ATTR_avg_opp_TD_attR_avg_opp_TD_landedR_avg_opp_TD_pctR_avg_opp_TOTAL_STR_attR_avg_opp_TOTAL_STR_landedR_avg_PASSR_avg_REVR_avg_SIG_STR_attR_avg_SIG_STR_landedR_avg_SIG_STR_pctR_avg_SUB_ATTR_avg_TD_attR_avg_TD_landedR_avg_TD_pctR_avg_TOTAL_STR_attR_avg_TOTAL_STR_landedR_current_lose_streakR_current_win_streakR_drawR_fighterR_Height_cmsR_longest_win_streakR_lossesR_Reach_cmsR_StanceR_total_rounds_foughtR_total_time_fought(seconds)R_total_title_boutsR_Weight_lbsR_win_by_Decision_MajorityR_win_by_Decision_SplitR_win_by_Decision_UnanimousR_win_by_KO/TKOR_win_by_SubmissionR_win_by_TKO_Doctor_StoppageR_winsRefereetitle_boutweight_classWinner
031.09.2000006.0000000.2000000.00000062.60000020.6000002.6000002.00000048.60000011.2000000.8000007.6000005.4000006.4000004.0000001.0000000.60000051.20000017.4000000.6000000.20000039.6000009.4000000.2000006.8000004.8000000.0000000.00000052.80000018.2000000.2360000.0000001.0000000.4000000.10000053.80000019.2000000.4000000.00000065.40000022.6000000.4660000.4000000.8000000.2000000.10000066.40000023.6000000.04.00.0Marlon Moraes167.644.01.0170.18Orthodox9.0419.4000000.0135.00.01.00.02.01.00.04.02019-06-08Chicago, Illinois, USA532.021.90000016.40000017.00000011.00000075.00000026.5000009.4000006.50000074.20000023.9000000.4000005.3000003.70000013.3000008.8000007.5000005.10000090.50000026.8000000.8000000.30000076.10000017.3000000.1000009.4000006.1000000.0000000.00000098.80000032.2000000.3360000.0000000.9000000.1000000.050000110.50000043.3000001.2000000.000000101.40000044.0000000.4660000.1000005.3000001.9000000.458000129.90000069.1000000.04.00.0Henry Cejudo162.564.02.0162.56Orthodox27.0742.6000003.0135.00.02.04.02.00.00.08.0Marc GoddardTrueBantamweightRed
132.014.6000009.10000011.8000007.300000124.70000042.1000002.4000001.900000112.00000032.0000000.00000012.30000010.20000013.0000009.30000012.8000009.600000101.70000032.0000008.1000006.90000097.70000030.8000000.10000011.9000008.4000001.4000000.000000122.60000048.5000000.4080000.7000002.3000000.9000000.231000151.50000075.4000000.8000000.000000138.90000051.3000000.3990000.7000001.0000000.5000000.225000158.70000069.6000000.03.00.0Jessica Eye167.643.06.0167.64Orthodox29.0849.0000000.0125.00.02.01.00.00.01.04.02019-06-08Chicago, Illinois, USA531.012.0000007.7142869.2857146.85714388.14285736.14285718.42857116.42857184.57142937.0000000.00000019.28571414.71428624.57142914.14285710.5714297.85714398.57142932.5714296.4285714.28571461.85714312.4285710.00000029.14285718.1428571.1428570.000000115.57142944.7142860.4371430.2857143.2857140.8571430.147143158.14285782.2857141.7142860.142857115.85714359.4285710.5757140.4285715.1428572.4285710.601429161.571429102.8571430.02.00.0Valentina Shevchenko165.102.02.0167.64Southpaw25.01062.0000002.0125.00.01.02.00.02.00.05.0Robert MadrigalTrueWomen's FlyweightRed
236.015.35483911.3225816.7419354.38709784.74193538.5806455.5161293.80645267.64516123.2580650.64516114.00000012.19354817.90322611.8709688.4193555.83871084.54838738.0645161.7419350.93548467.64516125.4838710.2258069.1612907.4838710.0322580.03225894.70967744.8387100.4532260.0967742.0967740.2258060.063548100.38709749.7741940.9354840.09677497.00000046.7741940.4961290.3548392.1612900.6774190.295484103.70967752.5483870.03.00.0Donald Cerrone185.428.08.0185.42Orthodox68.0581.8709681.0155.00.00.07.010.06.00.023.02019-06-08Chicago, Illinois, USA335.013.8666678.6666672.8666671.733333116.13333349.4666675.3333334.26666796.73333335.6000000.20000013.73333311.20000014.4666678.1333332.8000000.73333391.06666732.2000004.8666672.80000078.26666723.2000000.2666676.0000004.4000000.3333330.13333398.73333335.7333330.3400000.0666672.8666670.6666670.131333102.13333338.6000000.3333330.133333124.33333355.4666670.4300001.0000000.9333330.4000000.277333133.00000063.4000000.011.00.0Tony Ferguson180.3411.01.0193.04Orthodox33.0604.4000002.0155.00.01.03.03.06.01.014.0Dan MiragliottaFalseLightweightRed
326.017.00000014.00000013.75000011.000000109.50000048.75000013.00000010.500000116.25000053.7500000.5000003.0000002.50000012.2500006.0000006.0000003.75000094.25000026.7500001.7500001.25000082.50000021.5000000.2500007.2500004.2500000.0000000.000000102.00000031.7500000.3375000.0000004.5000000.7500000.097500104.75000034.2500000.5000000.250000136.25000070.2500000.5500000.2500002.5000001.2500000.287500154.75000086.7500000.04.00.0Petr Yan170.184.00.0170.18Switch9.0652.0000000.0135.00.00.02.02.00.00.04.02019-06-08Chicago, Illinois, USA329.018.25000010.2500005.8750004.125000104.87500041.0000001.0000000.62500080.50000024.0000000.37500013.00000011.50000020.25000013.3750006.8750005.625000103.12500038.5000000.8750000.75000077.37500020.3750000.12500013.25000011.1250000.0000000.000000110.87500044.8750000.4462500.0000002.3750000.0000000.000000115.12500048.8750000.1250000.000000111.75000045.7500000.3662500.0000002.2500000.6250000.103750117.37500050.7500001.00.00.0Jimmie Rivera162.565.02.0172.72Orthodox20.0690.2500000.0135.00.01.04.01.00.00.06.0Kevin MacDonaldFalseBantamweightBlue
432.017.00000014.5000002.5000002.000000201.00000059.5000000.0000000.000000184.50000045.0000000.0000002.0000002.00000042.50000023.5000000.5000000.500000205.00000089.5000000.0000000.000000152.50000056.5000000.00000010.50000010.0000000.0000000.000000205.50000090.0000000.4300000.0000000.5000000.0000000.000000205.50000090.0000000.0000000.000000203.50000061.5000000.3100000.0000000.0000000.0000000.000000204.00000062.0000000.01.00.0Blagoy Ivanov180.341.01.0185.42Southpaw8.01200.0000000.0250.00.00.01.00.00.00.01.02019-06-08Chicago, Illinois, USA326.07.7500006.75000011.0000007.25000050.75000024.7500000.5000000.50000050.75000022.7500000.5000003.7500003.0000006.2500004.7500004.5000003.50000042.75000016.2500007.7500002.75000043.25000014.0000000.2500005.5000003.7500000.7500000.00000055.00000022.5000000.3975000.0000001.0000000.0000000.00000060.50000027.7500000.2500000.00000062.25000032.5000000.5450000.0000000.5000000.0000000.00000063.50000032.7500001.00.00.0Tai Tuivasa187.963.01.0190.50Southpaw7.0440.7500000.0264.00.00.01.02.00.00.03.0Dan MiragliottaFalseHeavyweightBlue
533.019.50000012.33333311.8333337.166667142.33333363.8333336.0000004.166667117.83333342.6666670.00000022.83333320.16666712.0000007.3333339.6666677.00000095.16666738.3333335.1666673.50000086.66666733.1666670.00000011.3333338.3333331.5000000.166667110.00000048.8333330.4266670.0000006.0000001.1666670.140000131.50000068.6666671.3333330.166667160.16666775.1666670.4700000.6666670.8333330.3333330.250000183.50000095.6666670.04.00.0Nina Ansaroff165.104.02.0162.56Orthodox18.0886.5000000.0115.00.00.03.00.01.00.04.02019-06-08Chicago, Illinois, USA328.08.7500007.5000003.0000002.25000012.7500004.75000042.25000035.75000044.75000031.2500000.0000004.5000004.0000003.0000002.2500003.5000003.0000005.7500002.0000002.0000001.5000008.0000004.0000000.0000000.2500000.2500000.0000000.50000011.2500006.5000000.5400000.7500000.5000000.0000000.00000038.00000026.5000007.7500000.00000058.00000042.7500000.6375000.5000005.5000004.5000000.817500101.50000080.5000000.04.00.0Tatiana Suarez165.104.00.0167.64NaN8.0540.0000001.0115.00.00.01.01.02.00.04.0Robert MadrigalFalseWomen's StrawweightRed
632.015.0000007.4166676.0833333.41666784.91666734.6666675.0833333.41666766.58333324.0000000.41666714.50000010.08333313.1666677.2500002.6666671.333333103.16666741.6666671.6666671.16666788.83333332.3333330.0000005.5000004.5833330.0833330.000000107.50000044.1666670.4025000.0000002.1666670.5000000.194167110.33333346.5000000.5833330.08333396.08333341.5000000.4991670.6666672.7500000.5833330.233333102.66666747.5000000.03.00.0Pedro Munhoz167.644.04.0165.10Orthodox23.0495.2500000.0135.00.00.02.03.03.00.08.02019-06-08Chicago, Illinois, USA329.025.16666718.25000014.00000011.08333372.58333329.41666716.08333311.75000063.00000023.3333330.00000014.50000010.6666678.9166674.6666675.7500004.00000051.00000012.9166671.8333331.16666743.4166678.9166670.2500006.2500004.5000000.8333330.08333358.58333318.0833330.3058330.0833332.2500001.0833330.25166780.58333337.8333331.5000000.083333102.66666752.2500000.4900000.7500005.3333331.7500000.417500138.33333385.7500000.03.00.0Aljamain Sterling170.184.03.0180.34Orthodox32.0750.6666670.0135.00.00.05.01.03.00.09.0Marc GoddardFalseBantamweightRed
725.016.25000011.00000017.50000011.250000105.75000040.0000003.0000002.50000094.25000029.7500000.00000015.75000013.00000018.75000010.5000008.0000006.250000101.00000027.0000004.7500003.50000090.00000023.5000000.0000005.0000002.7500002.7500000.250000113.75000036.7500000.3250000.2500005.5000002.0000000.380000132.75000053.7500000.2500000.250000126.25000053.7500000.5025000.2500000.5000000.2500000.125000165.50000087.5000001.00.00.0Alexa Grasso165.101.02.0167.64Orthodox10.0716.0000000.0115.00.01.01.00.00.00.02.02019-06-08Chicago, Illinois, USA333.025.22222217.55555627.55555620.777778155.77777849.7777783.7777783.000000149.00000046.7777780.00000012.8888899.22222226.22222214.66666720.55555614.111111133.11111151.6666671.6666671.555556110.11111138.2222220.11111119.00000014.4444440.5555560.111111155.33333367.3333330.4144440.2222224.7777780.7777780.271111170.77777881.8888890.7777780.111111187.11111173.5555560.3800000.0000000.7777780.1111110.055556211.22222295.0000002.00.00.0Karolina Kowalkiewicz160.023.04.0162.56Orthodox25.0800.1111111.0115.00.02.03.00.00.00.05.0Kevin MacDonaldFalseWomen's StrawweightBlue
831.07.2500004.7500001.7500000.500000125.00000050.7500008.7500005.000000122.25000046.5000000.5000006.0000005.00000020.75000013.2500004.7500002.000000162.50000072.5000000.0000000.000000123.50000042.7500000.00000023.00000018.5000000.0000000.000000167.25000074.5000000.4125000.0000001.0000000.2500000.125000168.75000075.7500000.0000000.000000135.50000056.2500000.4200000.0000001.5000000.5000000.165000139.25000059.0000000.01.00.0Calvin Kattar180.342.01.0182.88Orthodox10.0670.7500000.0145.00.00.01.02.00.00.03.02019-06-08Chicago, Illinois, USA337.08.3333336.7333337.2000006.40000054.26666721.2000006.9333334.66666745.93333315.2666670.13333314.13333310.2666679.0000005.8000007.4666675.13333359.86666721.2666673.4666672.86666756.13333319.2666670.2000005.6666674.2000000.9333330.00000070.80000029.2666670.4020000.4666672.0000001.1333330.38000088.66666745.2000000.6666670.40000068.40000032.2666670.4780000.6666673.7333331.0666670.30133380.00000043.5333330.01.00.0Ricardo Lamas172.724.05.0180.34Orthodox34.0624.0666671.0145.00.00.03.04.03.00.010.0Dan MiragliottaFalseFeatherweightBlue
934.025.40000017.90000022.50000016.800000121.10000055.6000002.6000001.900000108.30000045.3000000.20000012.50000011.10000029.70000016.30000021.30000011.900000168.20000052.0000001.7000001.200000149.50000038.7000000.00000012.00000010.1000001.0000000.000000191.20000065.1000000.3620000.2000004.7000001.2000000.364000208.60000080.2000000.1000000.100000146.20000074.3000000.4800000.0000000.8000000.3000000.250000159.00000085.8000000.01.00.0Angela Hill160.021.06.0162.56Orthodox26.0763.1000000.0115.00.00.04.00.00.00.04.02019-06-08Chicago, Illinois, USA329.09.3333335.33333310.6666677.333333244.33333397.6666671.3333330.666667213.66666779.0000000.00000033.33333321.33333321.33333311.33333310.0000006.000000175.33333353.0000003.6666671.666667160.00000042.3333330.0000007.6666677.0000000.6666670.000000189.00000060.6666670.3200000.0000002.0000000.6666670.110000222.00000089.6666670.0000000.000000256.333333105.6666670.4033330.0000000.3333330.0000000.000000260.666667109.0000000.03.00.0Yan Xiaonan165.103.00.0160.02Orthodox9.0900.0000000.0115.00.00.03.00.00.00.03.0Robert MadrigalFalseWomen's StrawweightRed

Last rows

B_ageB_avg_BODY_attB_avg_BODY_landedB_avg_CLINCH_attB_avg_CLINCH_landedB_avg_DISTANCE_attB_avg_DISTANCE_landedB_avg_GROUND_attB_avg_GROUND_landedB_avg_HEAD_attB_avg_HEAD_landedB_avg_KDB_avg_LEG_attB_avg_LEG_landedB_avg_opp_BODY_attB_avg_opp_BODY_landedB_avg_opp_CLINCH_attB_avg_opp_CLINCH_landedB_avg_opp_DISTANCE_attB_avg_opp_DISTANCE_landedB_avg_opp_GROUND_attB_avg_opp_GROUND_landedB_avg_opp_HEAD_attB_avg_opp_HEAD_landedB_avg_opp_KDB_avg_opp_LEG_attB_avg_opp_LEG_landedB_avg_opp_PASSB_avg_opp_REVB_avg_opp_SIG_STR_attB_avg_opp_SIG_STR_landedB_avg_opp_SIG_STR_pctB_avg_opp_SUB_ATTB_avg_opp_TD_attB_avg_opp_TD_landedB_avg_opp_TD_pctB_avg_opp_TOTAL_STR_attB_avg_opp_TOTAL_STR_landedB_avg_PASSB_avg_REVB_avg_SIG_STR_attB_avg_SIG_STR_landedB_avg_SIG_STR_pctB_avg_SUB_ATTB_avg_TD_attB_avg_TD_landedB_avg_TD_pctB_avg_TOTAL_STR_attB_avg_TOTAL_STR_landedB_current_lose_streakB_current_win_streakB_drawB_fighterB_Height_cmsB_longest_win_streakB_lossesB_Reach_cmsB_StanceB_total_rounds_foughtB_total_time_fought(seconds)B_total_title_boutsB_Weight_lbsB_win_by_Decision_MajorityB_win_by_Decision_SplitB_win_by_Decision_UnanimousB_win_by_KO/TKOB_win_by_SubmissionB_win_by_TKO_Doctor_StoppageB_winsdatelocationno_of_roundsR_ageR_avg_BODY_attR_avg_BODY_landedR_avg_CLINCH_attR_avg_CLINCH_landedR_avg_DISTANCE_attR_avg_DISTANCE_landedR_avg_GROUND_attR_avg_GROUND_landedR_avg_HEAD_attR_avg_HEAD_landedR_avg_KDR_avg_LEG_attR_avg_LEG_landedR_avg_opp_BODY_attR_avg_opp_BODY_landedR_avg_opp_CLINCH_attR_avg_opp_CLINCH_landedR_avg_opp_DISTANCE_attR_avg_opp_DISTANCE_landedR_avg_opp_GROUND_attR_avg_opp_GROUND_landedR_avg_opp_HEAD_attR_avg_opp_HEAD_landedR_avg_opp_KDR_avg_opp_LEG_attR_avg_opp_LEG_landedR_avg_opp_PASSR_avg_opp_REVR_avg_opp_SIG_STR_attR_avg_opp_SIG_STR_landedR_avg_opp_SIG_STR_pctR_avg_opp_SUB_ATTR_avg_opp_TD_attR_avg_opp_TD_landedR_avg_opp_TD_pctR_avg_opp_TOTAL_STR_attR_avg_opp_TOTAL_STR_landedR_avg_PASSR_avg_REVR_avg_SIG_STR_attR_avg_SIG_STR_landedR_avg_SIG_STR_pctR_avg_SUB_ATTR_avg_TD_attR_avg_TD_landedR_avg_TD_pctR_avg_TOTAL_STR_attR_avg_TOTAL_STR_landedR_current_lose_streakR_current_win_streakR_drawR_fighterR_Height_cmsR_longest_win_streakR_lossesR_Reach_cmsR_StanceR_total_rounds_foughtR_total_time_fought(seconds)R_total_title_boutsR_Weight_lbsR_win_by_Decision_MajorityR_win_by_Decision_SplitR_win_by_Decision_UnanimousR_win_by_KO/TKOR_win_by_SubmissionR_win_by_TKO_Doctor_StoppageR_winsRefereetitle_boutweight_classWinner
5134NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Ray WizardNaN0.00.0NaNNaN0.0NaN0.0NaN0.00.00.00.00.00.00.01994-03-11Denver, Colorado, USA130.01.01.01.01.01.01.06.02.04.01.00.03.02.00.00.00.00.00.00.01.01.01.01.00.00.00.00.00.01.01.01.02.02.01.00.54.04.00.00.08.04.00.50.00.00.00.020.016.01.00.00.0Patrick Smith187.960.01.0NaNOrthodox1.0109.00.0225.00.00.00.00.00.00.00.0John McCarthyFalseOpen WeightRed
513518.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Sean Daugherty182.880.00.0NaNNaN0.0NaN0.0175.00.00.00.00.00.00.00.01994-03-11Denver, Colorado, USA1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Scott Morris177.800.00.0NaNOrthodox0.0NaN0.0210.00.00.00.00.00.00.00.0John McCarthyFalseOpen WeightRed
513634.00.50.50.00.05.53.05.54.09.05.00.51.51.50.50.00.00.02.00.00.00.01.00.00.00.50.00.00.02.00.00.000.00.50.00.02.00.00.00.011.07.00.620.00.00.00.011.07.00.02.00.0Gerard Gordeau195.582.00.0NaNOrthodox2.042.50.0216.00.00.00.02.00.00.02.01993-11-12Denver, Colorado, USA126.00.00.00.00.01.50.00.00.00.50.00.01.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.50.00.00.00.02.00.51.50.00.00.51.00.50.59.58.00.02.00.0Royce Gracie185.422.00.0NaNSouthpaw2.097.50.0175.00.00.00.00.02.00.02.0Joao Alberto BarretoTrueCatch WeightRed
5137NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Trent Jenkins187.960.00.0NaNNaN0.0NaN0.0185.00.00.00.00.00.00.00.01993-11-12Denver, Colorado, USA124.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Jason DeLucia180.340.00.0NaNSouthpaw0.0NaN0.0190.00.00.00.00.00.00.00.0Joao Alberto BarretoFalseOpen WeightRed
513829.00.00.00.00.00.00.01.01.01.01.00.00.00.01.01.01.01.01.01.06.02.04.01.00.03.02.00.00.08.04.00.500.00.00.00.020.016.00.00.01.01.01.002.02.01.00.54.04.00.01.00.0Ken Shamrock185.421.00.0182.88Orthodox1.0109.00.0205.00.00.00.00.01.00.01.01993-11-12Denver, Colorado, USA126.00.00.00.00.03.00.00.00.01.00.00.02.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.02.00.03.00.00.00.01.01.01.07.04.00.01.00.0Royce Gracie185.421.00.0NaNSouthpaw1.0138.00.0175.00.00.00.00.01.00.01.0Joao Alberto BarretoFalseOpen WeightRed
5139NaN4.03.09.04.010.04.08.07.023.012.02.00.00.06.03.019.010.07.00.02.02.019.07.00.03.02.00.00.028.012.00.420.00.00.00.029.013.00.00.027.015.00.550.00.00.00.053.038.00.01.00.0Kevin Rosier193.041.00.0NaNOrthodox1.0260.00.0275.00.00.00.01.00.00.01.01993-11-12Denver, Colorado, USA134.00.00.00.00.03.01.02.02.05.03.00.00.00.00.00.00.00.01.00.00.00.01.00.00.00.00.00.00.01.00.00.00.01.00.00.01.00.00.00.05.03.00.60.00.00.00.05.03.00.01.00.0Gerard Gordeau195.581.00.0NaNOrthodox1.026.00.0216.00.00.00.01.00.00.01.0Joao Alberto BarretoFalseOpen WeightRed
514030.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Patrick Smith187.960.00.0NaNOrthodox0.0NaN0.0225.00.00.00.00.00.00.00.01993-11-12Denver, Colorado, USA129.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Ken Shamrock185.420.00.0182.88Orthodox0.0NaN0.0205.00.00.00.00.00.00.00.0Joao Alberto BarretoFalseOpen WeightRed
514130.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Art Jimmerson185.420.00.0NaNOrthodox0.0NaN0.0196.00.00.00.00.00.00.00.01993-11-12Denver, Colorado, USA126.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Royce Gracie185.420.00.0NaNSouthpaw0.0NaN0.0175.00.00.00.00.00.00.00.0Joao Alberto BarretoFalseOpen WeightRed
5142NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Zane Frazier195.580.00.0NaNOrthodox0.0NaN0.0250.00.00.00.00.00.00.00.01993-11-12Denver, Colorado, USA1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Kevin Rosier193.040.00.0NaNOrthodox0.0NaN0.0275.00.00.00.00.00.00.00.0Joao Alberto BarretoFalseOpen WeightRed
514324.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Teila Tuli182.880.00.0NaNOrthodox0.0NaN0.0430.00.00.00.00.00.00.00.01993-11-12Denver, Colorado, USA134.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00.00.0Gerard Gordeau195.580.00.0NaNOrthodox0.0NaN0.0216.00.00.00.00.00.00.00.0Joao Alberto BarretoFalseOpen WeightRed